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ORCIDAlejandro F. Frangi
Alejandro Federico Frangi – Alejandro Frangi
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2020 – today
- 2024
[j162]Kun Wu, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi
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Compressed sensing using a deep adaptive perceptual generative adversarial network for MRI reconstruction from undersampled K-space data. Biomed. Signal Process. Control. 96: 106560 (2024)- [j161]Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D. Keavney, Sven Plein, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi:
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology. Nat. Mac. Intell. 6(3): 291-306 (2024) - [j160]Xiangyuan Liu, Zhongke Wu, Xingce Wang, Quansheng Liu, Jose M. Pozo, Alejandro F. Frangi:
Joint magnetic resonance imaging artifacts and noise reduction on discrete shape space of images. Pattern Recognit. 153: 110495 (2024) - [j159]Le Zhang, Kevin Bronik, Stefan K. Piechnik, Joao A. C. Lima, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Automatic Plane Pose Estimation for Cardiac Left Ventricle Coverage Estimation via Deep Adversarial Regression Network. IEEE Trans. Artif. Intell. 5(9): 4738-4752 (2024) - [j158]Sheng Zhang, Yingying Fang, Yang Nan, Shiyi Wang, Weiping Ding, Yew-Soon Ong, Alejandro F. Frangi, Witold Pedrycz, Simon Walsh, Guang Yang:
Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation. IEEE Trans. Fuzzy Syst. 32(10): 5462-5476 (2024) - [j157]Asma Alzaid, Beth Lineham, Sanja Dogramadzi, Hemant Pandit, Alejandro F. Frangi, Sheng Quan Xie:
Simultaneous Hip Implant Segmentation and Gruen Landmarks Detection. IEEE J. Biomed. Health Informatics 28(1): 333-342 (2024) - [c216]Nina Cheng, Zhengji Liu, Yash Deo, Haoran Dou, Ning Bi, Kun Wu, Fengming Lin, Zeike A. Taylor, Nishant Ravikumar, Alejandro F. Frangi:
Synthesising 3D Cardiac CINE-MR Images and Corresponding Segmentation Masks using a Latent Diffusion Model. ISBI 2024: 1-5 - [c215]Yash Deo, Fengming Lin, Haoran Dou, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila:
Few-Shot Learning in Diffusion Models for Generating Cerebral Aneurysm Geometries. ISBI 2024: 1-5 - [c214]Fengming Lin, Yan Xia, Yash Deo, Michael MacRaild, Haoran Dou, Qiongyao Liu, Kun Wu, Nishant Ravikumar, Alejandro F. Frangi:
Unsupervised Domain Adaptation for Brain Vessel Segmentation Through Transwarp Contrastive Learning. ISBI 2024: 1-5 - [c213]Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi:
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation. ISBI 2024: 1-5 - [c212]Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Alejandro F. Frangi, Utpal Garain:
Pathologist-Like Explanations Unveiled: An Explainable Deep Learning System for White Blood Cell Classification. ISBI 2024: 1-5 - [c211]Cynthia Maldonado García, Arezoo Zakeri, Alejandro F. Frangi, Nishant Ravikumar:
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction. PRIME@MICCAI 2024: 161-172 - [c210]Xudong Ru, Haichuan Zhao, Xingce Wang, Zhongke Wu, Shaolong Liu, Yi-Cheng Zhu, Alejandro F. Frangi:
Vector-Aware Anisotropic Gauge Equivariant Mesh Convolution Network for 3D Aneurysm Detection. ICMR 2024: 248-256 - [i44]Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Kun Wu, Nishant Ravikumar, Alejandro F. Frangi:
Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning. CoRR abs/2402.15237 (2024) - [i43]Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi:
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation. CoRR abs/2402.15239 (2024) - [i42]Soodeh Kalaie, Andy Bulpitt, Alejandro F. Frangi, Ali Gooya:
An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation. CoRR abs/2403.06317 (2024) - [i41]Cynthia Maldonado García, Rodrigo Bonazzola, Enzo Ferrante, Thomas H. Julian, Panagiotis I Sergouniotis, Nishant Ravikumar, Alejandro F. Frangi:
Predicting risk of cardiovascular disease using retinal OCT imaging. CoRR abs/2403.18873 (2024) - 2023
- [j156]Fengming Lin, Yan Xia, Shuang Song, Nishant Ravikumar, Alejandro F. Frangi:
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning. Comput. Methods Programs Biomed. 230: 107355 (2023) - [j155]Huaifei Hu, Ning Pan, Alejandro F. Frangi:
Fully Automatic initialization and segmentation of left and right ventricles for large-scale cardiac MRI using a deeply supervised network and 3D-ASM. Comput. Methods Programs Biomed. 240: 107679 (2023) - [j154]Shahabedin Nabavi, Hossein Simchi, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi:
A generalised deep meta-learning model for automated quality control of cardiovascular magnetic resonance images. Comput. Methods Programs Biomed. 242: 107770 (2023) - [j153]Thomas Hartung, Jun Deng, Raghvendra Mall, Alejandro F. Frangi, Frank Emmert-Streib, Tuan D. Pham:
Editorial: Insights in AI: Medicine and public health 2022. Frontiers Artif. Intell. 6 (2023) - [j152]Arezoo Zakeri, Alireza Hokmabadi, Ning Bi, Isuru Wijesinghe, Michael G. Nix, Steffen E. Petersen, Alejandro F. Frangi, Zeike A. Taylor, Ali Gooya:
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame. Medical Image Anal. 83: 102678 (2023) - [j151]Mingyuan Luo, Xin Yang, Hongzhang Wang, Haoran Dou, Xindi Hu, Yuhao Huang, Nishant Ravikumar, Songcheng Xu, Yuanji Zhang, Yi Xiong, Wufeng Xue, Alejandro F. Frangi, Dong Ni, Litao Sun:
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction. Medical Image Anal. 87: 102810 (2023) - [j150]Yan Xia, Nishant Ravikumar, Toni Lassila, Alejandro F. Frangi:
Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials. Medical Image Anal. 87: 102814 (2023) - [j149]Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser:
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. IEEE Signal Process. Mag. 40(4): 61-71 (2023) - [j148]Moloud Abdar, Mohammad Amin Fahami, Leonardo Rundo, Petia Radeva, Alejandro F. Frangi, U. Rajendra Acharya, Abbas Khosravi, Hak-Keung Lam, Alexander Jung, Saeid Nahavandi:
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification. IEEE Trans. Ind. Informatics 19(1): 274-285 (2023) - [j147]Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhenhong Li, Kun Qian, Alejandro F. Frangi, Sheng Quan Xie, Zhiqiang Zhang:
Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j146]Behnaz Elhaminia, Alexandra Gilbert, John Lilley, Moloud Abdar, Alejandro F. Frangi, Andrew F. Scarsbrook, Ane Appelt, Ali Gooya:
Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers. IEEE J. Biomed. Health Informatics 27(4): 1958-1966 (2023) - [j145]Huazhu Fu, Yitian Zhao, Pew-Thian Yap, Carola-Bibiane Schönlieb, Alejandro F. Frangi:
Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging. IEEE Trans. Medical Imaging 42(2): 332-335 (2023) - [j144]Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei:
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network. IEEE Trans. Medical Imaging 42(2): 354-367 (2023) - [c209]Zhenhong Liu, Xingce Wang, Zhongke Wu, Yi-Cheng Zhu, Alejandro F. Frangi:
Simultaneous Super-Resolution and Denoising on MRI via Conditional Stochastic Normalizing Flow. BIBM 2023: 1313-1318 - [c208]Fergus Shone, Nishant Ravikumar, Toni Lassila, Michael MacRaild, Yongxing Wang, Zeike A. Taylor, Peter K. Jimack, Erica Dall' Armellina, Alejandro F. Frangi:
Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI. IPMI 2023: 511-522 - [c207]Behnaz Elhaminia, Alexandra Gilbert, Alejandro F. Frangi, Andrew F. Scarsbrook, John Lilley, Ane Appelt, Ali Gooya:
Deep learning with visual explanation for radiotherapy-induced toxicity prediction. Medical Imaging: Computer-Aided Diagnosis 2023 - [c206]Yash Deo, Rodrigo Bonazzola, Haoran Dou, Yan Xia, Tianyou Wei, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila:
Learned Local Attention Maps for Synthesising Vessel Segmentations from T2 MRI. SASHIMI@MICCAI 2023: 32-41 - [c205]Fengming Lin, Yan Xia, Nishant Ravikumar, Qiongyao Liu, Michael MacRaild, Alejandro F. Frangi:
Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels. DALI@MICCAI 2023: 106-116 - [c204]Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi:
A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy. MICCAI (7) 2023: 143-152 - [c203]Yash Deo, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila:
Shape-Guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature. DGM4MICCAI 2023: 164-173 - [c202]Haoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang, Dong Ni, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang:
GSMorph: Gradient Surgery for Cine-MRI Cardiac Deformable Registration. MICCAI (10) 2023: 613-622 - [c201]Soodeh Kalaie, Andrew J. Bulpitt, Alejandro F. Frangi, Ali Gooya:
A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs. MIDL 2023: 426-443 - [c200]Rachael Harkness, Alejandro F. Frangi, Kieran Zucker, Nishant Ravikumar:
Learning disentangled representations for explainable chest x-ray classification using Dirichlet VAEs. Medical Imaging: Image Processing 2023 - [e16]Alejandro F. Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab:
Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings. Lecture Notes in Computer Science 13939, Springer 2023, ISBN 978-3-031-34047-5 [contents] - [e15]Siva Teja Kakileti, Geetha Manjunath, Robert G. Schwartz, Alejandro F. Frangi:
Artificial Intelligence Over Infrared Images for Medical Applications (AIIIMA 2023) - Second International Workshop Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 2, 2023, Proceedings. Lecture Notes in Computer Science 14298, Springer 2023, ISBN 978-3-031-45657-2 [contents] - [i40]Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D. Keavney, Sven Plein, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi:
Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology. CoRR abs/2301.02916 (2023) - [i39]Rachael Harkness, Alejandro F. Frangi, Kieran Zucker, Nishant Ravikumar:
Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs. CoRR abs/2302.02979 (2023) - [i38]Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi:
A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy. CoRR abs/2306.14680 (2023) - [i37]Haoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang, Dong Ni, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang:
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration. CoRR abs/2306.14687 (2023) - [i36]Fengming Lin, Yan Xia, Nishant Ravikumar, Qiongyao Liu, Michael MacRaild, Alejandro F. Frangi:
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels. CoRR abs/2308.03613 (2023) - [i35]Yash Deo, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila:
Shape-guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature. CoRR abs/2308.06781 (2023) - [i34]Yash Deo, Rodrigo Bonazzola, Haoran Dou, Yan Xia, Tianyou Wei, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila:
Learned Local Attention Maps for Synthesising Vessel Segmentations. CoRR abs/2308.12861 (2023) - [i33]Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.:
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. CoRR abs/2309.12325 (2023) - [i32]Nurbanu Aksoy, Serge Sharoff, Selcuk Baser, Nishant Ravikumar, Alejandro F. Frangi:
Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation. CoRR abs/2311.11090 (2023) - [i31]Nurbanu Aksoy, Nishant Ravikumar, Alejandro F. Frangi:
Radiology Report Generation Using Transformers Conditioned with Non-imaging Data. CoRR abs/2311.11097 (2023) - [i30]Nicolás Gaggion, Benjamin A. Matheson, Yan Xia, Rodrigo Bonazzola, Nishant Ravikumar, Zeike A. Taylor, Diego H. Milone, Alejandro F. Frangi, Enzo Ferrante:
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI. CoRR abs/2311.13706 (2023) - 2022
- [j143]Anabik Pal, Akshay Chaturvedi, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati, Alejandro F. Frangi, Utpal Garain:
MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess. Comput. Biol. Medicine 140: 105071 (2022) - [j142]Xiaoqin Zhang, Runhua Jiang, Pengcheng Huang, Tao Wang, Mingjun Hu, Andrew F. Scarsbrook, Alejandro F. Frangi:
Dynamic feature learning for COVID-19 segmentation and classification. Comput. Biol. Medicine 150: 106136 (2022) - [j141]Arezoo Zakeri, Alireza Hokmabadi, Nishant Ravikumar, Alejandro F. Frangi, Ali Gooya:
A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment. Medical Image Anal. 75: 102276 (2022) - [j140]Yan Xia, Nishant Ravikumar, Alejandro F. Frangi:
Learning to complete incomplete hearts for population analysis of cardiac MR images. Medical Image Anal. 77: 102354 (2022) - [j139]Yan Xia, Xiang Chen, Nishant Ravikumar, Christopher Kelly, Rahman Attar, Nay Aung, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale. Medical Image Anal. 80: 102498 (2022) - [j138]Mojtaba Lashgari, Nishant Ravikumar, Irvin Teh, Jing-Rebecca Li, David L. Buckley, Jürgen E. Schneider, Alejandro F. Frangi:
Three-dimensional micro-structurally informed in silico myocardium - Towards virtual imaging trials in cardiac diffusion weighted MRI. Medical Image Anal. 82: 102592 (2022) - [j137]Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei:
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography. Medical Image Anal. 82: 102648 (2022) - [j136]Andres Diaz-Pinto, Nishant Ravikumar, Rahman Attar, Avan Suinesiaputra, Yitian Zhao, Eylem Levelt, Erica Dall' Armellina, Marco Lorenzi, Qingyu Chen, Tiarnan D. L. Keenan, Elvira Agrón, Emily Y. Chew, Zhiyong Lu, Chris P. Gale, Richard P. Gale, Sven Plein, Alejandro F. Frangi:
Predicting myocardial infarction through retinal scans and minimal personal information. Nat. Mach. Intell. 4(1): 55-61 (2022) - [j135]Fei Li, Diping Song, Han Chen, Jian Xiong, Xingyi Li, Hua Zhong, Guangxian Tang, Sujie Fan, Dennis S. C. Lam, Weihua Pan, Yajuan Zheng, Ying Li, Guoxiang Qu, Junjun He, Zhe Wang, Ling Jin, Rouxi Zhou, Yunhe Song, Yi Sun, Weijing Cheng, Chunman Yang, Yazhi Fan, Yingjie Li, Hengli Zhang, Ye Yuan, Yang Xu, Yunfan Xiong, Lingfei Jin, Aiguo Lv, Lingzhi Niu, Yuhong Liu, Shaoli Li, Jiani Zhang, Linda M. Zangwill, Alejandro F. Frangi, Tin Aung, Ching-Yu Cheng, Yu Qiao, Xiulan Zhang, Daniel S. W. Ting:
Author Correction: Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection. npj Digit. Medicine 5 (2022) - [j134]Huazhu Fu, Tao Zhou, Shuo Li, Alejandro F. Frangi:
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing. IEEE J. Biomed. Health Informatics 26(1): 4-6 (2022) - [j133]Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei:
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3357-3371 (2022) - [c199]Zihan Wei, Yizhou Chen, Qiu Guan, Haigen Hu, Qianwei Zhou, Zhicheng Li, Xinli Xu, Alejandro Frangi, Feng Chen:
Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation. ICANN (2) 2022: 419-431 - [c198]Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar, Ritse Mann, Alejandro F. Frangi, Pew-Thian Yap, Yunzhi Huang:
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework. MICCAI (4) 2022: 258-267 - [c197]Yuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang, Jikuan Qian, Chaojiong Zhen, Xiaodan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro F. Frangi, Dong Ni:
Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound. MICCAI (4) 2022: 300-309 - [c196]Nina Cheng, Rodrigo Bonazzola, Nishant Ravikumar, Alejandro F. Frangi:
A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging. MIUA 2022: 482-493 - [c195]Cynthia Maldonado García, Rodrigo Bonazzola, Nishant Ravikumar, Alejandro F. Frangi:
Predicting Myocardial Infarction Using Retinal OCT Imaging. MIUA 2022: 787-797 - [e14]Siva Teja Kakileti, Maria Gabrani, Geetha Manjunath, Michal Rosen-Zvi, Nathaniel Braman, Robert G. Schwartz, Alejandro F. Frangi, Pau-Choo Chung, Christopher Weight, Vekataraman Jagadish:
Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings. Lecture Notes in Computer Science 13602, Springer 2022, ISBN 978-3-031-19659-1 [contents] - [i29]Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar, Ritse Mann, Alejandro F. Frangi, Pew-Thian Yap, Yunzhi Huang:
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework. CoRR abs/2206.15254 (2022) - [i28]Yuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang, Jikuan Qian, Chaojiong Zhen, Xiaodan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro F. Frangi, Dong Ni:
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound. CoRR abs/2207.00475 (2022) - [i27]Mojtaba Lashgari, Nishant Ravikumar, Irvin Teh, Jing-Rebecca Li, David L. Buckley, Jürgen E. Schneider, Alejandro F. Frangi:
Three-dimensional micro-structurally informed in silico myocardium - towards virtual imaging trials in cardiac diffusion weighted MRI. CoRR abs/2208.10623 (2022) - [i26]Haoran Dou, Seppo Virtanen, Nishant Ravikumar, Alejandro F. Frangi:
A Generative Shape Compositional Framework: Towards Representative Populations of Virtual Heart Chimaeras. CoRR abs/2210.01607 (2022) - [i25]Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi:
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images. CoRR abs/2211.13828 (2022) - 2021
- [j132]Muhammad Asif, Lei Chen, Hong Song, Jian Yang, Alejandro F. Frangi:
An automatic framework for endoscopic image restoration and enhancement. Appl. Intell. 51(4): 1959-1971 (2021) - [j131]Muhammad Asif, Hong Song, Lei Chen, Jian Yang, Alejandro F. Frangi:
Intrinsic layer based automatic specular reflection detection in endoscopic images. Comput. Biol. Medicine 128: 104106 (2021) - [j130]Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi, Mohammad Mohammadi, Hamidreza Saligheh Rad:
Medical imaging and computational image analysis in COVID-19 diagnosis: A review. Comput. Biol. Medicine 135: 104605 (2021) - [j129]Yan Xia, Le Zhang, Nishant Ravikumar, Rahman Attar, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets. Medical Image Anal. 67: 101812 (2021) - [j128]Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu:
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging. Medical Image Anal. 67: 101874 (2021) - [j127]Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei:
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction. Medical Image Anal. 69: 101947 (2021) - [j126]Yan Xia, Nishant Ravikumar, John P. Greenwood, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning. Medical Image Anal. 71: 102037 (2021) - [j125]Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang:
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography. Medical Image Anal. 71: 102042 (2021) - [j124]Xin Yang, Haoming Li, Yi Wang, Xiaowen Liang, Chaoyu Chen, Xu Zhou, Fengyi Zeng, Jinghui Fang, Alejandro Frangi, Zhiyi Chen, Dong Ni:
Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound. Medical Image Anal. 73: 102134 (2021) - [j123]Xiang Chen, Nishant Ravikumar, Yan Xia, Rahman Attar, Andres Diaz-Pinto, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds. Medical Image Anal. 74: 102228 (2021) - [j122]Baiying Lei, Nina Cheng, Alejandro F. Frangi, Yichen Wei, Bihan Yu, Lingyan Liang, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Tianfu Wang, Lihua Zhao, Demao Deng, Zhiguo Zhang:
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. Medical Image Anal. 74: 102248 (2021) - [j121]Viacheslav V. Danilov, Olga M. Gerget, K. Yu. Klyshnikov, Alejandro F. Frangi, E. A. Ovcharenko:
Analysis of Deep Neural Networks for Detection of Coronary Artery Stenosis. Program. Comput. Softw. 47(3): 153-160 (2021) - [j120]Tania Mendonca, Ana A. Jones, Jose M. Pozo, Sarah Baxendale, Tanya T. Whitfield, Alejandro F. Frangi:
Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data. PLoS Comput. Biol. 17(11) (2021) - [j119]Huaifei Hu, Ning Pan, Haihua Liu, Liman Liu, Tailang Yin, Zhigang Tu, Alejandro F. Frangi:
Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning. Signal Process. Image Commun. 96: 116303 (2021) - [c194]Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F. Frangi, Dong Ni:
Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer. ISBI 2021: 419-423 - [c193]Rachael Harkness, Geoff Hall, Alejandro F. Frangi, Nishant Ravikumar, Kieran Zucker:
The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays. MedInfo 2021: 679-683 - [c192]Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi:
A Deep Discontinuity-Preserving Image Registration Network. MICCAI (4) 2021: 46-55 - [c191]Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni:
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. MLMI@MICCAI 2021: 190-198 - [c190]Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yuhao Huang, Yuxin Zou, Xindi Hu, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni:
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction. MICCAI (6) 2021: 201-210 - [c189]Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson:
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-modal Glioma Segmentation. MICCAI (7) 2021: 442-452 - [c188]Zhendong Liu, Manh The Van, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor M. Campello, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni:
Style Curriculum Learning for Robust Medical Image Segmentation. MICCAI (1) 2021: 451-460 - [c187]Yuhao Huang, Xin Yang, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Jianqiao Zhou, Dong Ni:
Flip Learning: Erase to Segment. MICCAI (1) 2021: 493-502 - [c186]Rodrigo Bonazzola, Nishant Ravikumar, Rahman Attar, Enzo Ferrante, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi:
Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images. MICCAI (5) 2021: 699-708 - [i24]Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F. Frangi, Dong Ni:
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer. CoRR abs/2101.03711 (2021) - [i23]Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi:
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning. CoRR abs/2106.06637 (2021) - [i22]Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson:
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation. CoRR abs/2107.03442 (2021) - [i21]Xiang Chen, Nishant Ravikumar, Yan Xia, Alejandro F. Frangi:
A Deep Discontinuity-Preserving Image Registration Network. CoRR abs/2107.04440 (2021) - [i20]Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yuhao Huang, Yuxin Zou, Xindi Hu, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni:
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction. CoRR abs/2108.00274 (2021) - [i19]Zhendong Liu, Manh The Van, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor M. Campello, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni:
Style Curriculum Learning for Robust Medical Image Segmentation. CoRR abs/2108.00402 (2021) - [i18]Yuhao Huang, Xin Yang, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Jianqiao Zhou, Dong Ni:
Flip Learning: Erase to Segment. CoRR abs/2108.00752 (2021) - [i17]Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Jens Kleesiek, Alejandro F. Frangi, Jan Egger:
AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo. CoRR abs/2108.02998 (2021) - [i16]Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni:
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. CoRR abs/2108.05055 (2021) - [i15]Rachael Harkness, Geoff Hall, Alejandro F. Frangi, Nishant Ravikumar, Kieran Zucker:
The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays. CoRR abs/2109.08020 (2021) - [i14]Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Bao Ly-Van, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico M. Sukno, Sri-Kaushik Pavani, Alejandro Frangi, Lale Akarun, Arman Savran:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR abs/2111.08702 (2021) - 2020
- [j118]Yujin Hu, Bei Xia, Muyi Mao, Zelong Jin, Jie Du, Libao Guo, Alejandro F. Frangi, Baiying Lei, Tianfu Wang:
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation. IEEE Access 8: 29176-29187 (2020) - [j117]Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori:
Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation. Medical Image Anal. 60 (2020) - [j116]Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang:
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Anal. 61: 101652 (2020) - [j115]Tianyu Fu, Jian Yang, Qin Li, Danni Ai, Hong Song, Yurong Jiang, Yongtian Wang, Alejandro F. Frangi:
Groupwise registration with global-local graph shrinkage in atlas construction. Medical Image Anal. 64: 101711 (2020) - [j114]Fei Li, Diping Song, Han Chen, Jian Xiong, Xingyi Li, Hua Zhong, Guangxian Tang, Sujie Fan, Dennis S. C. Lam, Weihua Pan, Yajuan Zheng, Ying Li, Guoxiang Qu, Junjun He, Zhe Wang, Ling Jin, Rouxi Zhou, Yunhe Song, Yi Sun, Weijing Cheng, Chunman Yang, Yazhi Fan, Yingjie Li, Hengli Zhang, Ye Yuan, Yang Xu, Yunfan Xiong, Lingfei Jin, Aiguo Lv, Lingzhi Niu, Yuhong Liu, Shaoli Li, Jiani Zhang, Linda M. Zangwill, Alejandro F. Frangi, Tin Aung, Ching-Yu Cheng, Yu Qiao, Xiulan Zhang, Daniel S. W. Ting:
Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection. npj Digit. Medicine 3 (2020) - [j113]Aleks Attanasio, Bruno Scaglioni, Matteo Leonetti, Alejandro F. Frangi, William Cross, Chandra Shekhar Biyani, Pietro Valdastri:
Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery - A Feasibility Study. IEEE Robotics Autom. Lett. 5(4): 6528-6535 (2020) - [j112]Arso M. Vukicevic, Nenad Filipovic, Vera Milic, Alen Zabotti, Alojzija Hocevar, Orazio De Lucia, Georgios Filippou, Alejandro F. Frangi, Athanasios G. Tzioufas, Salvatore de Vita:
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images. IEEE J. Biomed. Health Informatics 24(3): 835-843 (2020) - [j111]Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, Richard Eastell, Nicholas Harvey, J. Mark Wilkinson, Alejandro F. Frangi:
A Spatio-Temporal Ageing Atlas of the Proximal Femur. IEEE Trans. Medical Imaging 39(5): 1359-1368 (2020) - [c185]Nina Cheng, Alejandro Frangi, Zhiguo Zhang, Denao Deng, Lihua Zhao, Tianfu Wang, Yichen Wei, Bihan Yu, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Baiying Lei:
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. MICCAI (7) 2020: 104-113 - [c184]Xuegang Song, Alejandro F. Frangi, Xiaohua Xiao, Jiuwen Cao, Tianfu Wang, Baiying Lei:
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease. MICCAI (7) 2020: 124-133 - [c183]Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F. Frangi, Sanja Fidler:
Federated Simulation for Medical Imaging. MICCAI (1) 2020: 159-168 - [c182]Yuhao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni:
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound. MICCAI (3) 2020: 553-562 - [c181]Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni:
Contrastive Rendering for Ultrasound Image Segmentation. MICCAI (3) 2020: 563-572 - [i13]Francisco Javier Ibarrola, Nishant Ravikumar, Alejandro F. Frangi:
Partially Conditioned Generative Adversarial Networks. CoRR abs/2007.02845 (2020) - [i12]Yuhao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni:
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound. CoRR abs/2007.15273 (2020) - [i11]Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F. Frangi, Sanja Fidler:
Fed-Sim: Federated Simulation for Medical Imaging. CoRR abs/2009.00668 (2020) - [i10]Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi, Mohammad Mohammadi, Hamidreza Saligheh Rad:
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review. CoRR abs/2010.02154 (2020) - [i9]Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni:
Contrastive Rendering for Ultrasound Image Segmentation. CoRR abs/2010.04928 (2020) - [i8]Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu:
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging. CoRR abs/2010.07486 (2020)
2010 – 2019
- 2019
- [j110]Gabor Fichtinger, Julia A. Schnabel, Christos Davatzikos, Alejandro F. Frangi, Carlos Alberola-López:
IJCARS-MICCAI 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1461 (2019) - [j109]Nishant Ravikumar, Ali Gooya, Leandro Beltrachini, Alejandro F. Frangi, Zeike A. Taylor:
Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data. Medical Image Anal. 53: 47-63 (2019) - [j108]Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Milton Hoz de Vila, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Kenneth Fung, José Miguel Paiva, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation. Medical Image Anal. 56: 26-42 (2019) - [j107]Julia A. Schnabel, Christos Davatzikos, Gabor Fichtinger, Alejandro F. Frangi, Carlos Alberola-López:
Special issue on MICCAI 2018. Medical Image Anal. 58 (2019) - [j106]Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN. IEEE Trans. Biomed. Eng. 66(7): 1975-1986 (2019) - [j105]Hamid Fehri, Ali Gooya, Yuanjun Lu, Erik Meijering, Simon A. Johnston, Alejandro F. Frangi:
Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation. IEEE Trans. Image Process. 28(7): 3246-3260 (2019) - [j104]Shuang Song, Alejandro F. Frangi, Jian Yang, Danni Ai, Chenbing Du, Yong Huang, Hong Song, Luosha Zhang, Yechen Han, Yongtian Wang:
Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms. IEEE J. Biomed. Health Informatics 23(6): 2563-2575 (2019) - [j103]Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi:
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. IEEE Trans. Medical Imaging 38(9): 2211-2218 (2019) - [c180]Mingsong Zhou, Xingce Wang, Zhongke Wu, Jose M. Pozo, Alejandro F. Frangi:
Aneurysm Identification in Cerebral Models with Multiview Convolutional Neural Network. BrainLes@MICCAI (1) 2019: 23-31 - [c179]Matthias Lange, Toni Lassila, Alejandro F. Frangi:
Predicting Plausible Human Purkinje Network Morphology from Simulations. CinC 2019: 1-4 - [c178]Mingsong Zhou, Xingce Wang, Zhongke Wu, Jose M. Pozo, Alejandro F. Frangi:
Intracranial Aneurysm Detection from 3D Vascular Mesh Models with Ensemble Deep Learning. MICCAI (4) 2019: 243-252 - [c177]Chenglong Wang, Yuichiro Hayashi, Masahiro Oda, Hayato Itoh, Takayuki Kitasaka, Alejandro F. Frangi, Kensaku Mori:
Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. MICCAI (6) 2019: 348-356 - [c176]Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. MICCAI (2) 2019: 586-594 - [c175]Santiago Coelho, Jose M. Pozo, Sune Nørhøj Jespersen, Alejandro F. Frangi:
Optimal Experimental Design for Biophysical Modelling in Multidimensional Diffusion MRI. MICCAI (3) 2019: 617-625 - [c174]Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets. MICCAI (2) 2019: 651-659 - [c173]Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks. MICCAI (2) 2019: 660-668 - [c172]Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu:
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. MICCAI (1) 2019: 721-730 - [p3]Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 299-321 - [p2]Yawen Huang, Ling Shao, Alejandro F. Frangi:
Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 437-457 - [i7]Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. CoRR abs/1901.03326 (2019) - [i6]Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. CoRR abs/1907.01913 (2019) - 2018
- [j102]Xènia Albà, Karim Lekadir, Marco Pereañez, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi:
Automatic initialization and quality control of large-scale cardiac MRI segmentations. Medical Image Anal. 43: 129-141 (2018) - [j101]Nishant Ravikumar, Ali Gooya, Serkan Çimen, Alejandro F. Frangi, Zeike A. Taylor:
Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models. Medical Image Anal. 44: 156-176 (2018) - [j100]Santiago Coelho, Jose M. Pozo, Marina Costantini, J. Robin Highley, Meghdoot Mozumder, Julie E. Simpson, Paul G. Ince, Alejandro F. Frangi:
Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter. NeuroImage 179: 275-287 (2018) - [j99]Ali Gooya, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Alejandro F. Frangi:
Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 891-904 (2018) - [j98]Toni Lassila, Luigi Yuri Di Marco, Micaela Mitolo, Vincenzo Iaia, Giorgio Levedianos, Annalena Venneri, Alejandro F. Frangi:
Screening for Cognitive Impairment by Model-Assisted Cerebral Blood Flow Estimation. IEEE Trans. Biomed. Eng. 65(7): 1654-1661 (2018) - [j97]Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack Allen, Wenjia Bai, Serkan Çimen, Peter Claes, Brett R. Cowan, Jan D'hooge, Nicolas Duchateau, Jan Ehrhardt, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia:
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 22(2): 503-515 (2018) - [j96]Alejandro F. Frangi, Sotirios A. Tsaftaris, Jerry L. Prince:
Simulation and Synthesis in Medical Imaging. IEEE Trans. Medical Imaging 37(3): 673-679 (2018) - [j95]Yawen Huang, Ling Shao, Alejandro F. Frangi:
Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning. IEEE Trans. Medical Imaging 37(3): 815-827 (2018) - [c171]Milton Hoz de Vila, Rahman Attar, Marco Pereañez, Alejandro F. Frangi:
MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. BIBM 2018: 1726-1733 - [c170]Alejandro F. Frangi:
Precision Imaging - From Population Imaging Analytics to In-silico Clinical Trials. Bildverarbeitung für die Medizin 2018: 4 - [c169]Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi:
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. IDEAL (1) 2018: 224-232 - [c168]Xiangyuan Liu, Quansheng Liu, Zhongke Wu, Xingce Wang, Jose Pozo Sole, Alejandro F. Frangi:
Mixed-Model Noise Removal in 3D MRI via Rotation-and-Scale Invariant Non-Local Means. SaMBa@MICCAI 2018: 33-41 - [c167]Chunliang Wang, Bryan Connolly, Pedro Filipe de Oliveira Lopes, Alejandro F. Frangi, Örjan Smedby:
Pelvis Segmentation Using Multi-pass U-Net and Iterative Shape Estimation. MSKI@MICCAI 2018: 49-57 - [c166]Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. STACOM@MICCAI 2018: 114-121 - [c165]Toni Lassila, Helena M. Faria, Ali Sarrami-Foroushani, Francesca Meneghello, Annalena Venneri, Alejandro F. Frangi:
Multi-modal Synthesis of ASL-MRI Features with KPLS Regression on Heterogeneous Data. MICCAI (3) 2018: 473-481 - [c164]Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI. MICCAI (2) 2018: 481-489 - [c163]Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, Richard Eastell, J. Mark Wilkinson, Alejandro F. Frangi:
Spatio-Temporal Atlas of Bone Mineral Density Ageing. MICCAI (1) 2018: 720-728 - [e13]Ben Glocker, Jianhua Yao, Tomaz Vrtovec, Alejandro F. Frangi, Guoyan Zheng:
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10734, Springer 2018, ISBN 978-3-319-74112-3 [contents] - [e12]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11070, Springer 2018, ISBN 978-3-030-00927-4 [contents] - [e11]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11071, Springer 2018, ISBN 978-3-030-00933-5 [contents] - [e10]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III. Lecture Notes in Computer Science 11072, Springer 2018, ISBN 978-3-030-00930-4 [contents] - [e9]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV. Lecture Notes in Computer Science 11073, Springer 2018, ISBN 978-3-030-00936-6 [contents] - [i5]Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider:
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR abs/1806.02051 (2018) - [i4]Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN. CoRR abs/1811.02688 (2018) - 2017
- [j94]Marek Kasztelnik, Ernesto Coto, Marian Bubak, Maciej Malawski, Piotr Nowakowski, Juan Arenas, Alfredo Saglimbeni, Debora Testi, Alejandro F. Frangi:
Support for Taverna workflows in the VPH-Share cloud platform. Comput. Methods Programs Biomed. 146: 37-46 (2017) - [j93]Redzuan Abdul Manap, Ling Shao, Alejandro F. Frangi:
PATCH-IQ: A patch based learning framework for blind image quality assessment. Inf. Sci. 420: 329-344 (2017) - [j92]Rui Hua, Jose M. Pozo, Zeike A. Taylor, Alejandro F. Frangi:
Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms. Medical Image Anal. 36: 113-122 (2017) - [j91]Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung:
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT. IEEE Trans. Medical Imaging 36(9): 1930-1938 (2017) - [c162]Yawen Huang, Ling Shao, Alejandro F. Frangi:
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding. CVPR 2017: 5787-5796 - [c161]Hamid Fehri, Ali Gooya, Simon A. Johnston, Alejandro F. Frangi:
Multi-class Image Segmentation in Fluorescence Microscopy Using Polytrees. IPMI 2017: 517-528 - [c160]Danyang Wang, Yawen Huang, Alejandro F. Frangi:
Region-Enhanced Joint Dictionary Learning for Cross-Modality Synthesis in Diffusion Tensor Imaging. SASHIMI@MICCAI 2017: 41-48 - [c159]Le Zhang, Ali Gooya, Alejandro F. Frangi:
Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets. SASHIMI@MICCAI 2017: 61-68 - [c158]Yawen Huang, Ling Shao, Alejandro F. Frangi:
DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. MICCAI (3) 2017: 89-98 - [c157]Serkan Çimen, Mathias Unberath, Alejandro F. Frangi, Andreas K. Maier:
CoronARe: A Coronary Artery Reconstruction Challenge. CMMI/RAMBO/SWITCH@MICCAI 2017: 96-104 - [c156]Jose M. Pozo, Arjan J. Geers, Alejandro F. Frangi:
Information Theoretic Measurement of Blood Flow Complexity in Vessels and Aneurysms: Interlacing Complexity Index. MICCAI (2) 2017: 233-241 - [c155]Nishant Ravikumar, Ali Gooya, Alejandro F. Frangi, Zeike A. Taylor:
Generalised Coherent Point Drift for Group-Wise Registration of Multi-dimensional Point Sets. MICCAI (1) 2017: 309-316 - [e8]Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince:
Simulation and Synthesis in Medical Imaging - Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings. Lecture Notes in Computer Science 10557, Springer 2017, ISBN 978-3-319-68126-9 [contents] - [i3]Yawen Huang, Ling Shao, Alejandro F. Frangi:
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images using Weakly-Supervised Joint Convolutional Sparse Coding. CoRR abs/1705.02596 (2017) - [i2]Yawen Huang, Ling Shao, Alejandro F. Frangi:
DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. CoRR abs/1706.04954 (2017) - 2016
- [j90]Constantine Butakoff, Simone Balocco, Federico M. Sukno, Corné Hoogendoorn, Catalina Tobon-Gomez, Gustavo Avegliano, Alejandro F. Frangi:
Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(5): 265-280 (2016) - [j89]Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li:
A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. 49: 16-28 (2016) - [j88]Redzuan Abdul Manap, Ling Shao, Alejandro F. Frangi:
Nonparametric Quality Assessment of Natural Images. IEEE Multim. 23(4): 22-30 (2016) - [j87]Christian Vergara, Matthias Lange, Simone Palamara, Toni Lassila, Alejandro F. Frangi, Alfio Quarteroni:
A coupled 3D-1D numerical monodomain solver for cardiac electrical activation in the myocardium with detailed Purkinje network. J. Comput. Phys. 308: 218-238 (2016) - [j86]Karim Lekadir, Matthias Lange, Veronika A. M. Zimmer, Corné Hoogendoorn, Alejandro F. Frangi:
Statistically-driven 3D fiber reconstruction and denoising from multi-slice cardiac DTI using a Markov random field model. Medical Image Anal. 27: 105-116 (2016) - [j85]Rashed Karim, Pranav Bhagirath, Piet Claus, Richard James Housden, Zhong Chen, Zahra Karimaghaloo, Hyon-Mok Sohn, Laura Lara Rodríguez, Sergio Vera, Xènia Albà, Anja Hennemuth, Heinz-Otto Peitgen, Tal Arbel, Miguel Ángel González Ballester, Alejandro F. Frangi, Marco Götte, Reza Razavi, Tobias Schaeffter, Kawal S. Rhode:
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images. Medical Image Anal. 30: 95-107 (2016) - [j84]Serkan Çimen, Ali Gooya, Michael Grass, Alejandro F. Frangi:
Reconstruction of coronary arteries from X-ray angiography: A review. Medical Image Anal. 32: 46-68 (2016) - [j83]Alejandro F. Frangi, Zeike A. Taylor, Ali Gooya:
Precision Imaging: more descriptive, predictive and integrative imaging. Medical Image Anal. 33: 27-32 (2016) - [j82]Nassir Navab, Alejandro F. Frangi, William M. Wells III, Andreas K. Maier:
Editorial for the Special Issue on MICCAI 2015. Medical Image Anal. 34: 1-2 (2016) - [j81]Antonio R. Porras, Martino Alessandrini, Oana Mirea, Jan D'hooge, Alejandro F. Frangi, Gemma Piella:
Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation. IEEE Trans. Medical Imaging 35(1): 89-97 (2016) - [j80]Xènia Albà, Marco Pereañez, Corné Hoogendoorn, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi, Karim Lekadir:
An Algorithm for the Segmentation of Highly Abnormal Hearts Using a Generic Statistical Shape Model. IEEE Trans. Medical Imaging 35(3): 845-859 (2016) - [c154]Yawen Huang, Fan Zhu, Ling Shao, Alejandro F. Frangi:
Color object recognition via cross-domain learning on RGB-D images. ICRA 2016: 1672-1677 - [c153]Isaac Castro-Mateos, Jose M. Pozo, Áron Lazary, Alejandro F. Frangi:
Automatic construction of patient-specific finite-element mesh of the spine from IVDs and vertebra segmentations. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97881U - [c152]Yawen Huang, Leandro Beltrachini, Ling Shao, Alejandro F. Frangi:
Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging. SASHIMI@MICCAI 2016: 118-126 - [c151]Le Zhang, Ali Gooya, Bo Dong, Rui Hua, Steffen E. Petersen, Pau Medrano-Gracia, Alejandro F. Frangi:
Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks. SASHIMI@MICCAI 2016: 138-145 - [c150]Nishant Ravikumar, Ali Gooya, Serkan Çimen, Alejandro F. Frangi, Zeike A. Taylor:
A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes. MICCAI (3) 2016: 142-149 - [c149]Ali Sarrami-Foroushani, Toni Lassila, Jose M. Pozo, Ali Gooya, Alejandro F. Frangi:
Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach. MICCAI (3) 2016: 201-209 - [c148]Serkan Çimen, Ali Gooya, Nishant Ravikumar, Zeike A. Taylor, Alejandro F. Frangi:
Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student's t-Distributions. MICCAI (3) 2016: 291-299 - [c147]Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, J. Mark Wilkinson, Alejandro F. Frangi:
Automatic Quality Control for Population Imaging: A Generic Unsupervised Approach. MICCAI (2) 2016: 291-299 - [c146]Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori:
Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation. MICCAI (3) 2016: 353-361 - [c145]Nishant Ravikumar, Ali Gooya, Alejandro F. Frangi, Zeike A. Taylor:
Robust group-wise rigid registration of point sets using t-mixture model. Medical Imaging: Image Processing 2016: 97840S - [c144]Serkan Çimen, Ali Gooya, Alejandro F. Frangi:
Reconstruction of coronary artery centrelines from X-ray rotational angiography using a probabilistic mixture model. Medical Imaging: Image Processing 2016: 97843A - [e7]Tomaz Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro F. Frangi, Guoyan Zheng, Shuo Li:
Computational Methods and Clinical Applications for Spine Imaging - Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9402, Springer 2016, ISBN 978-3-319-41826-1 [contents] - [e6]Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince:
Simulation and Synthesis in Medical Imaging - First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings. Lecture Notes in Computer Science 9968, 2016, ISBN 978-3-319-46629-3 [contents] - [e5]Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li:
Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10182, Springer 2016, ISBN 978-3-319-55049-7 [contents] - 2015
- [j79]Veronika A. M. Zimmer, Karim Lekadir, Corné Hoogendoorn, Alejandro F. Frangi, Gemma Piella:
A framework for optimal kernel-based manifold embedding of medical image data. Comput. Medical Imaging Graph. 41: 93-107 (2015) - [j78]Ali Gooya, Christos Davatzikos, Alejandro F. Frangi:
A Bayesian Approach to Sparse Model Selection in Statistical Shape Models. SIAM J. Imaging Sci. 8(2): 858-887 (2015) - [j77]Marco Pereañez, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Áron Lazary, Alejandro F. Frangi:
Accurate Segmentation of Vertebral Bodies and Processes Using Statistical Shape Decomposition and Conditional Models. IEEE Trans. Medical Imaging 34(8): 1627-1639 (2015) - [j76]Isaac Castro-Mateos, José María Pozo, Marco Pereañez, Karim Lekadir, Áron Lazary, Alejandro F. Frangi:
Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation. IEEE Trans. Medical Imaging 34(8): 1663-1675 (2015) - [j75]Karim Lekadir, Corné Hoogendoorn, Javad Hazrati-Marangalou, Zeike A. Taylor, Christopher Noble, Bert van Rietbergen, Alejandro F. Frangi:
A Predictive Model of Vertebral Trabecular Anisotropy From Ex Vivo Micro-CT. IEEE Trans. Medical Imaging 34(8): 1747-1759 (2015) - [c143]Redzuan Abdul Manap, Alejandro F. Frangi, Ling Shao:
Blind image quality assessment via a two-stage non-parametric framework. ACPR 2015: 796-800 - [c142]Matthias Lange, Simone Palamara, Toni Lassila, Christian Vergara, Alfio Quarteroni, Alejandro F. Frangi:
Efficient Numerical Schemes for Computing Cardiac Electrical Activation over Realistic Purkinje Networks: Method and Verification. FIMH 2015: 430-438 - [c141]Redzuan Abdul Manap, Alejandro F. Frangi, Ling Shao:
A non-parametric framework for no-reference image quality assessment. GlobalSIP 2015: 562-566 - [c140]Ali Gooya, Karim Lekadir, Xènia Albà, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi:
Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling. IPMI 2015: 98-109 - [c139]Alexander Schmidt-Richberg, Ricardo Guerrero, Christian Ledig, Helena Molina-Abril, Alejandro F. Frangi, Daniel Rueckert:
Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease. IPMI 2015: 387-398 - [c138]Bo Dong, Ling Shao, Marc Da Costa, Oliver Bandmann, Alejandro F. Frangi:
Deep learning for automatic cell detection in wide-field microscopy zebrafish images. ISBI 2015: 772-776 - [c137]Nishant Ravikumar, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Zeike A. Taylor:
3D active shape models of human brain structures: application to patient-specific mesh generation. Medical Imaging: Computer-Aided Diagnosis 2015: 94142D - [c136]Toni Lassila, Matthias Lange, Antonio R. Porras Perez, Karim Lekadir, Xènia Albà, Gemma Piella, Alejandro F. Frangi:
Electrophysiology Model for a Human Heart with Ischemic Scar and Realistic Purkinje Network. STACOM@MICCAI 2015: 90-97 - [c135]Marco Pereañez, Karim Lekadir, Xènia Albà, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi:
Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation. STACOM@MICCAI 2015: 98-107 - [c134]Karim Lekadir, Xènia Albà, Marco Pereañez, Alejandro F. Frangi:
Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction. STACOM@MICCAI 2015: 130-139 - [c133]Catarina Pinto, Serkan Çimen, Ali Gooya, Karim Lekadir, Alejandro F. Frangi:
Joint Clustering and Component Analysis of Spatio-Temporal Shape Patterns in Myocardial Infarction. STACOM@MICCAI 2015: 171-179 - [c132]Rui Hua, Jose M. Pozo, Zeike A. Taylor, Alejandro F. Frangi:
Discontinuous nonrigid registration using extended free-form deformations. Medical Imaging: Image Processing 2015: 94131P - [e4]Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9349, Springer 2015, ISBN 978-3-319-24552-2 [contents] - [e3]Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II. Lecture Notes in Computer Science 9350, Springer 2015, ISBN 978-3-319-24570-6 [contents] - [e2]Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III. Lecture Notes in Computer Science 9351, Springer 2015, ISBN 978-3-319-24573-7 [contents] - 2014
- [j74]Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi:
A framework for the merging of pre-existing and correspondenceless 3D statistical shape models. Medical Image Anal. 18(7): 1044-1058 (2014) - [j73]Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi:
Gaussian weak classifiers based on co-occurring Haar-like features for face detection. Pattern Anal. Appl. 17(2): 431-439 (2014) - [j72]Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi:
Fast training procedure for Viola-Jones type object detectors using Laplacian clutter models. Pattern Anal. Appl. 17(2): 441-449 (2014) - [j71]Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi:
Effect of Statistically Derived Fiber Models on the Estimation of Cardiac Electrical Activation. IEEE Trans. Biomed. Eng. 61(11): 2740-2748 (2014) - [j70]Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Ali Pashaei, Alejandro F. Frangi:
Statistical Personalization of Ventricular Fiber Orientation Using Shape Predictors. IEEE Trans. Medical Imaging 33(4): 882-890 (2014) - [j69]Antonio R. Porras, Martino Alessandrini, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Hervé Delingette, Maxime Sermesant, Jan D'hooge, Alejandro F. Frangi, Gemma Piella:
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images. IEEE Trans. Medical Imaging 33(11): 2098-2106 (2014) - [c131]Bo Dong, Ling Shao, Alejandro F. Frangi, Oliver Bandmann, Marc Da Costa:
Three-Dimensional Deconvolution of Wide Field Microscopy with Sparse Priors: Application to Zebrafish Imagery. ICPR 2014: 865-870 - [c130]Isaac Castro-Mateos, José María Pozo, Áron Lazary, Alejandro F. Frangi:
2D segmentation of intervertebral discs and its degree of degeneration from T2-weighted magnetic resonance images. Medical Imaging: Computer-Aided Diagnosis 2014: 903517 - [c129]Xènia Albà, Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi:
Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts. STACOM 2014: 257-264 - [c128]Serkan Çimen, Corné Hoogendoorn, Paul D. Morris, Julian Gunn, Alejandro F. Frangi:
Reconstruction of Coronary Trees from 3DRA Using a 3D+t Statistical Cardiac Prior. MICCAI (2) 2014: 619-626 - [c127]Helena Molina-Abril, Alejandro F. Frangi:
Topo-Geometric Filtration Scheme for Geometric Active Contours and Level Sets: Application to Cerebrovascular Segmentation. MICCAI (1) 2014: 755-762 - 2013
- [j68]Frederic Pérez, Jordi Huguet, R. Aguilar, Laura Lara Rodríguez, Ignacio Larrabide, Maria-Cruz Villa-Uriol, J. López, Juan M. Macho, A. Rigo, J. Rosselló, Sergio Vera, Elio Vivas, J. Fernàndez, Antonio Arbona, Alejandro F. Frangi, Javier Herrero Jover, Miguel Ángel González Ballester:
RADStation3G: A platform for cardiovascular image analysis integrating PACS, 3D+t visualization and grid computing. Comput. Methods Programs Biomed. 110(3): 399-410 (2013) - [j67]Rubén Cárdenes, Ignacio Larrabide, Luis San-Román, Alejandro F. Frangi:
Performance assessment of isolation methods for geometrical cerebral aneurysm analysis. Medical Biol. Eng. Comput. 51(3): 343-352 (2013) - [j66]Jürgen Weese, Alexandra Groth, Hannes Nickisch, Hans Barschdorf, Frank M. Weber, Jérôme Velut, Miguel Castro, Christine Toumoulin, Jean-Louis Coatrieux, Mathieu De Craene, Gemma Piella, Catalina Tobon-Gomez, Alejandro F. Frangi, David C. Barber, Izra Valverde, Yubing Shi, Cristina Staicu, A. Brown, Philipp Beerbaum, D. Rodney Hose:
Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations. Medical Biol. Eng. Comput. 51(11): 1209-1219 (2013) - [j65]Catalina Tobon-Gomez, Nicolas Duchateau, Rafael Sebastián, Stéphanie Marchesseau, Oscar Camara, Erwan Donal, Mathieu De Craene, Ali Pashaei, Jatin Relan, M. Steghofer, Pablo Lamata, Hervé Delingette, Simon G. Duckett, Mireille Garreau, Alfredo I. Hernández, Kawal S. Rhode, Maxime Sermesant, Nicholas Ayache, Christophe Leclercq, Reza Razavi, Nicolas Smith, Alejandro F. Frangi:
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models. Medical Biol. Eng. Comput. 51(11): 1235-1250 (2013) - [j64]Gemma Piella, Mathieu De Craene, Constantine Butakoff, Vicente Grau, Cheng Yao, Shahrum Nedjati-Gilani, Graeme P. Penney, Alejandro F. Frangi:
Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. 17(3): 348-364 (2013) - [j63]Tristan Whitmarsh, Ludovic Humbert, Luis Miguel del Río Barquero, Silvana Di Gregorio, Alejandro F. Frangi:
3D reconstruction of the lumbar vertebrae from anteroposterior and lateral dual-energy X-ray absorptiometry. Medical Image Anal. 17(4): 475-487 (2013) - [j62]Catalina Tobon-Gomez, Mathieu De Craene, Kristin McLeod, Lennart Tautz, Wenzhe Shi, Anja Hennemuth, Adityo Prakosa, H. Wang, Gerry Carr-White, Stam Kapetanakis, Anja Lutz, Volker Rasche, Tobias Schaeffter, Constantine Butakoff, Ola Friman, Tommaso Mansi, Maxime Sermesant, Xiahai Zhuang, Sébastien Ourselin, Heinz-Otto Peitgen, Xavier Pennec, Reza Razavi, Daniel Rueckert, Alejandro F. Frangi, Kawal S. Rhode:
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. 17(6): 632-648 (2013) - [j61]Stéphanie Marchesseau, Hervé Delingette, Maxime Sermesant, Rocío Cabrera Lozoya, Catalina Tobon-Gomez, Philippe Moireau, Rosa M. Figueras i Ventura, Karim Lekadir, Alfredo I. Hernández, Mireille Garreau, Erwan Donal, Christophe Leclercq, Simon G. Duckett, Kawal S. Rhode, C. Aldo Rinaldi, Alejandro F. Frangi, Reza Razavi, Dominique Chapelle, Nicholas Ayache:
Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes. Medical Image Anal. 17(7): 816-829 (2013) - [j60]Berta Martí Fuster, Oscar Esteban, Xavier Planes, Pablo Aguiar, Cristina Crespo, Carles Falcón, Gert Wollny, Sebastià Rubí Sureda, Xavier Setoain, Alejandro F. Frangi, María J. Ledesma-Carbayo, Andrés Santos, Javier Pavía, Domènec Ros:
FocusDET, A New Toolbox for SISCOM Analysis. Evaluation of the Registration Accuracy Using Monte Carlo Simulation. Neuroinformatics 11(1): 77-89 (2013) - [j59]Antonio R. Porras, Gemma Piella, Antonio Berruezo, Corné Hoogendoorn, David Andreu, Juan Fernandez-Armenta, Marta Sitges, Alejandro F. Frangi:
Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization. IEEE Trans. Biomed. Eng. 60(5): 1217-1224 (2013) - [j58]Alejandro F. Frangi, Rod D. Hose, Peter J. Hunter, Nicholas Ayache, Dana H. Brooks:
Guest Editorial Special Issue on Medical Imaging and Image Computing in Computational Physiology. IEEE Trans. Medical Imaging 32(1): 1-7 (2013) - [j57]Corné Hoogendoorn, Nicolas Duchateau, Damian Sánchez-Quintana, Tristan Whitmarsh, Federico Sukno, Mathieu De Craene, Karim Lekadir, Alejandro F. Frangi:
A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT. IEEE Trans. Medical Imaging 32(1): 28-44 (2013) - [j56]Rafael Sebastián, Viviana Zimmerman, Daniel Romero, Damian Sánchez-Quintana, Alejandro F. Frangi:
Characterization and Modeling of the Peripheral Cardiac Conduction System. IEEE Trans. Medical Imaging 32(1): 45-55 (2013) - [j55]Hernán G. Morales, Ignacio Larrabide, Arjan J. Geers, Luis San-Román, Jordi Blasco, Juan M. Macho, Alejandro F. Frangi:
A Virtual Coiling Technique for Image-Based Aneurysm Models by Dynamic Path Planning. IEEE Trans. Medical Imaging 32(1): 119-129 (2013) - [j54]Hrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Luis San-Román, Alejandro F. Frangi:
Anatomical Labeling of the Circle of Willis Using Maximum A Posteriori Probability Estimation. IEEE Trans. Medical Imaging 32(9): 1587-1599 (2013) - [c126]Luigi Yuri Di Marco, Alberto Marzo, Alejandro F. Frangi:
Multichannel Foetal Heartbeat Detection by Combining Source Cancellation with Expectation-weighted Estimationof Fiducial Points. CinC 2013: 329-332 - [c125]Veronika A. M. Zimmer, Roger Fonolla, Karim Lekadir, Gemma Piella, Corné Hoogendoorn, Alejandro F. Frangi:
Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations. MLMI 2013: 82-89 - [c124]Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi:
Personalized Modeling of Cardiac Electrophysiology Using Shape-Based Prediction of Fiber Orientation. STACOM 2013: 196-203 - [c123]Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi:
Fusing Correspondenceless 3D Point Distribution Models. MICCAI (1) 2013: 251-258 - [c122]Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi, Gemma Piella:
Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images. MICCAI (2) 2013: 484-491 - [c121]Ali Pashaei, Gemma Piella, Xavier Planes, Nicolas Duchateau, Teresa María de Caralt, Marta Sitges, Alejandro F. Frangi:
Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom. Medical Imaging: Image-Guided Procedures 2013: 86710U - 2012
- [j53]Ignacio Larrabide, Maria-Cruz Villa-Uriol, Rubén Cárdenes, Valeria Barbarito, Luigi Carotenuto, Arjan J. Geers, Hernán G. Morales, José María Pozo, Marco D. Mazzeo, Hrvoje Bogunovic, Pedro Omedas, Chiara Riccobene, Juan M. Macho, Alejandro F. Frangi:
AngioLab - A software tool for morphological analysis and endovascular treatment planning of intracranial aneurysms. Comput. Methods Programs Biomed. 108(2): 806-819 (2012) - [j52]Juan J. Cerrolaza, Arantxa Villanueva, Federico Sukno, Constantine Butakoff, Alejandro F. Frangi, Rafael Cabeza:
Full Multiresolution Active Shape Models. J. Math. Imaging Vis. 44(3): 463-479 (2012) - [j51]Estanislao Oubel, Mathieu De Craene, Alfred O. Hero III, Amir Pourmorteza, Marina Huguet, Gustavo Avegliano, Bart H. Bijnens, Alejandro F. Frangi:
Cardiac motion estimation by joint alignment of tagged MRI sequences. Medical Image Anal. 16(1): 339-350 (2012) - [j50]Mathieu De Craene, Gemma Piella, Oscar Camara, Nicolas Duchateau, Etelvino Silva, Adelina Doltra, Jan D'hooge, Josep Brugada, Marta Sitges, Alejandro F. Frangi:
Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. 16(2): 427-450 (2012) - [j49]Ignacio Larrabide, Minsuok Kim, Luca Augsburger, Maria-Cruz Villa-Uriol, Daniel A. Rüfenacht, Alejandro F. Frangi:
Fast virtual deployment of self-expandable stents: Method and in vitro evaluation for intracranial aneurysmal stenting. Medical Image Anal. 16(3): 721-730 (2012) - [j48]Hrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Maria-Cruz Villa-Uriol, Raphaël Blanc, Michel Piotin, Alejandro F. Frangi:
Automated landmarking and geometric characterization of the carotid siphon. Medical Image Anal. 16(4): 889-903 (2012) - [j47]Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi:
Constrained manifold learning for the characterization of pathological deviations from normality. Medical Image Anal. 16(8): 1532-1549 (2012) - [j46]Sri-Kaushik Pavani, Federico Sukno, David Delgado-Gómez, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi:
An Experimental Evaluation of Three Classifiers for Use in Self-Updating Face Recognition Systems. IEEE Trans. Inf. Forensics Secur. 7(3): 932-943 (2012) - [c120]Alejandro F. Frangi:
Session MP7a: Medical image analysis. ACSCC 2012: 365-366 - [c119]Xènia Albà, Rosa M. Figueras i Ventura, Karim Lekadir, Alejandro F. Frangi:
Conical deformable model for myocardial segmentation in late-enhanced MRI. ISBI 2012: 270-273 - [c118]Antonio R. Porras, Gemma Piella, Corné Hoogendoorn, David Andreu, Antonio Berruezo, Alejandro F. Frangi:
Endocardial motion estimation from electro-anatomical data. ISBI 2012: 282-285 - [c117]Lucilio Cordero-Grande, Susana Merino-Caviedes, Xènia Albà, Rosa M. Figueras i Ventura, Alejandro F. Frangi, Carlos Alberola-López:
3D fusion of cine and late-enhanced cardiac magnetic resonance images. ISBI 2012: 286-289 - [c116]Mathieu De Craene, Nicolas Duchateau, Catalina Tobon-Gomez, Babak Ghafaryasl, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi:
SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification. ISBI 2012: 454-457 - [c115]Rubén Cárdenes, Alexey Novikov, Julian Gunn, Rod D. Hose, Alejandro F. Frangi:
3D reconstruction of coronary arteries from rotational X-ray angiography. ISBI 2012: 618-621 - [c114]Martha L. Aguilar, Hernán G. Morales, Ignacio Larrabide, Juan M. Macho, Luis San-Román, Alejandro F. Frangi:
Effect of coil surface area on the hemodynamics of a patient-specific intracranial aneurysm: A computational study. ISBI 2012: 1180-1183 - [c113]Hernán G. Morales, Ignacio Larrabide, Martha L. Aguilar, Arjan J. Geers, Juan M. Macho, Luis San-Román, Alejandro F. Frangi:
Comparison of two techniques of endovascular coil modeling in cerebral aneurysms using CFD. ISBI 2012: 1216-1219 - [c112]Vicky Y. Wang, Corné Hoogendoorn, Gerhard Engelbrecht, Alejandro F. Frangi, Alistair A. Young, Peter J. Hunter, Martyn P. Nash:
Unsupervised segmentation and personalised FE modelling of in vivo human myocardial mechanics based on an MRI atlas. ISBI 2012: 1360-1363 - [c111]Oscar Camara, Maxime Sermesant, Pablo Lamata, Linwei Wang, Mihaela Pop, Jatin Relan, Mathieu De Craene, Hervé Delingette, Huafeng Liu, Steven A. Niederer, Ali Pashaei, Gernot Plank, Daniel Romero, Rafael Sebastián, Ken C. L. Wong, Heye Zhang, Nicholas Ayache, Alejandro F. Frangi, Pengcheng Shi, Nic Smith, Graham A. Wright:
Integration of different cardiac electrophysiological models into a single simulation pipeline. ISBI 2012: 1429 - [c110]Ludovic Humbert, Tristan Whitmarsh, Karl D. Fritscher, Luis Miguel del Río Barquero, Felix Eckstein, Thomas M. Link, Rainer Schubert, Alejandro F. Frangi:
Femoral strength prediction using a 3D reconstruction method from Dual-energy X-ray Absorptiometry. ISBI 2012: 1451-1454 - [c109]Isaac Castro-Mateos, Ludovic Humbert, Tristan Whitmarsh, Áron Lazary, Luis Miguel del Río Barquero, Alejandro F. Frangi:
3D reconstruction of intervertebral discs from T1-weighted magnetic resonance images. ISBI 2012: 1695-1698 - [c108]Tristan Whitmarsh, Luis Miguel del Río Barquero, Silvana Di Gregorio, Jorge Malouf Sierra, Ludovic Humbert, Alejandro F. Frangi:
Age-Related Changes in Vertebral Morphometry by Statistical Shape Analysis. MeshMed 2012: 30-39 - [c107]Xènia Albà, Rosa M. Figueras i Ventura, Karim Lekadir, Alejandro F. Frangi:
Healthy and Scar Myocardial Tissue Classification in DE-MRI. STACOM 2012: 62-70 - [c106]Karim Lekadir, Alejandro F. Frangi, Guang-Zhong Yang:
Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes. MICCAI (3) 2012: 99-106 - [c105]Gemma Piella, Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Alejandro F. Frangi:
Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing. STACOM 2012: 134-141 - [c104]Pau Medrano-Gracia, Avan Suinesiaputra, Brett R. Cowan, David A. Bluemke, Alejandro F. Frangi, Daniel C. Lee, João A. C. Lima, Alistair A. Young:
An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring. STACOM 2012: 188-197 - [c103]Vicky Y. Wang, Corné Hoogendoorn, Alejandro F. Frangi, Brett R. Cowan, Peter J. Hunter, Alistair A. Young, Martyn P. Nash:
Automated Personalised Human Left Ventricular FE Models to Investigate Heart Failure Mechanics. STACOM 2012: 307-316 - [c102]Jesus Bisbal, Gerhard Engelbrecht, Alejandro F. Frangi:
Quantitative Assessment of Estimation Approaches for Mining over Incomplete Data in Complex Biomedical Spaces: A Case Study on Cerebral Aneurysms. PACBB 2012: 63-71 - 2011
- [j45]Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Etelvino Silva, Adelina Doltra, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi:
A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities. Medical Image Anal. 15(3): 316-328 (2011) - [j44]Jose M. Pozo, Maria-Cruz Villa-Uriol, Alejandro F. Frangi:
Efficient 3D Geometric and Zernike Moments Computation from Unstructured Surface Meshes. IEEE Trans. Pattern Anal. Mach. Intell. 33(3): 471-484 (2011) - [j43]Alejandro F. Frangi, Jean-Louis Coatrieux, Grace C. Y. Peng, David Z. D'Argenio, Vasilis Z. Marmarelis, Anushka Michailova:
Editorial: Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-1. IEEE Trans. Biomed. Eng. 58(10): 2936-2942 (2011) - [j42]Ali Pashaei, Daniel Romero, Rafael Sebastián, Oscar Camara, Alejandro F. Frangi:
Fast Multiscale Modeling of Cardiac Electrophysiology Including Purkinje System. IEEE Trans. Biomed. Eng. 58(10): 2956-2960 (2011) - [j41]Jean-Louis Coatrieux, Alejandro F. Frangi, Grace C. Y. Peng, David Z. D'Argenio, Vasilis Z. Marmarelis, Anushka Michailova:
Editorial: TBME Letters Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-2. IEEE Trans. Biomed. Eng. 58(12): 3434-3439 (2011) - [j40]Rafael Sebastián, Viviana Zimmerman, Daniel Romero, Alejandro F. Frangi:
Construction of a Computational Anatomical Model of the Peripheral Cardiac Conduction System. IEEE Trans. Biomed. Eng. 58(12): 3479-3482 (2011) - [j39]Rubén Cárdenes, José María Pozo, Hrvoje Bogunovic, Ignacio Larrabide, Alejandro F. Frangi:
Automatic Aneurysm Neck Detection Using Surface Voronoi Diagrams. IEEE Trans. Medical Imaging 30(10): 1863-1876 (2011) - [j38]Tristan Whitmarsh, Ludovic Humbert, Mathieu De Craene, Luis Miguel del Río Barquero, Alejandro F. Frangi:
Reconstructing the 3D Shape and Bone Mineral Density Distribution of the Proximal Femur From Dual-Energy X-Ray Absorptiometry. IEEE Trans. Medical Imaging 30(12): 2101-2114 (2011) - [c101]Jesus Bisbal, Gerhard Engelbrecht, Maria-Cruz Villa-Uriol, Alejandro F. Frangi:
Prediction of Cerebral Aneurysm Rupture Using Hemodynamic, Morphologic and Clinical Features: A Data Mining Approach. DEXA (2) 2011: 59-73 - [c100]Daniel Romero, Frank B. Sachse, Rafael Sebastián, Alejandro F. Frangi:
Towards High Resolution Computational Models of the Cardiac Conduction System: A Pipeline for Characterization of Purkinje-Ventricular-Junctions. FIMH 2011: 28-35 - [c99]Antonio R. Porras, Gemma Piella, Oscar Camara, Etelvino Silva, David Andreu, Antonio Berruezo, Alejandro F. Frangi:
Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization. FIMH 2011: 47-54 - [c98]Avan Suinesiaputra, Alejandro F. Frangi, Theodorus Kaandorp, Hildo J. Lamb, Jeroen J. Bax, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Slice-Based Combination of Rest and Dobutamine-Stress Cardiac MRI Using a Statistical Motion Model to Identify Myocardial Infarction: Validation against Contrast-Enhanced MRI. FIMH 2011: 267-274 - [c97]Constantine Butakoff, Federico Sukno, Adelina Doltra, Etelvino Silva, Marta Sitges, Alejandro F. Frangi:
Order Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms. FIMH 2011: 359-366 - [c96]Gemma Piella, Mathieu De Craene, Cheng Yao, Graeme P. Penney, Alejandro F. Frangi:
Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences. FIMH 2011: 375-383 - [c95]Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi:
Sensitivity Analysis of Mesh Warping and Subsampling Strategies for Generating Large Scale Electrophysiological Simulation Data. FIMH 2011: 418-426 - [c94]Ali Pashaei, Corné Hoogendoorn, Rafael Sebastián, Daniel Romero, Oscar Camara, Alejandro F. Frangi:
Effect of Scar Development on Fast Electrophysiological Models of the Human Heart: In-Silico Study on Atlas-Based Virtual Populations. FIMH 2011: 427-436 - [c93]Qi Sun, Alexandra Groth, Ignacio Larrabide, Salvatore Cito, Martha L. Aguilar, Alejandro F. Frangi, Vitor Mendes Pereira, Rafik Ouared, Olivier Brina, Til Aach:
In-vitro verification of CFD simulations for predicting flow in a stented aneurysm model. ISBI 2011: 545-548 - [c92]Tristan Whitmarsh, Karl D. Fritscher, Ludovic Humbert, Luis Miguel del Río Barquero, Rainer Schubert, Alejandro F. Frangi:
Hip fracture discrimination using 3D reconstructions from Dual-energy X-ray Absorptiometry. ISBI 2011: 1189-1192 - [c91]Catalina Tobon-Gomez, Mathieu De Craene, Annette Dahl, Stam Kapetanakis, Gerry Carr-White, Anja Lutz, Volker Rasche, Patrick Etyngier, Sebastian Kozerke, Tobias Schaeffter, Chiara Riccobene, Yves Martelli, Oscar Camara, Alejandro F. Frangi, Kawal S. Rhode:
A Multimodal Database for the 1 st Cardiac Motion Analysis Challenge. STACOM 2011: 33-44 - [c90]Karim Lekadir, Babak Ghafaryasl, Emma Muñoz-Moreno, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi:
Predictive Modeling of Cardiac Fiber Orientation Using the Knutsson Mapping. MICCAI (2) 2011: 50-57 - [c89]Mathieu De Craene, Catalina Tobon-Gomez, Constantine Butakoff, Nicolas Duchateau, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi:
Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences. STACOM 2011: 68-77 - [c88]Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi:
Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning. MICCAI (3) 2011: 256-263 - [c87]Hrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Alejandro F. Frangi:
Anatomical Labeling of the Anterior Circulation of the Circle of Willis Using Maximum a Posteriori Classification. MICCAI (3) 2011: 330-337 - [c86]Hernán G. Morales, Ignacio Larrabide, Minsuok Kim, Maria-Cruz Villa-Uriol, Juan M. Macho, Jordi Blasco, Luis San-Román, Alejandro F. Frangi:
Virtual Coiling of Intracranial Aneurysms Based on Dynamic Path Planning. MICCAI (1) 2011: 355-362 - [c85]Tristan Whitmarsh, Karl D. Fritscher, Ludovic Humbert, Luis Miguel del Río Barquero, Tobias Roth, Christian Kammerlander, Michael Blauth, Rainer Schubert, Alejandro F. Frangi:
A Statistical Model of Shape and Bone Mineral Density Distribution of the Proximal Femur for Fracture Risk Assessment. MICCAI (2) 2011: 393-400 - [c84]Rubén Cárdenes, José-Luis Díez, Ignacio Larrabide, Hrvoje Bogunovic, Alejandro F. Frangi:
3D Modeling of Coronary Artery Bifurcations from CTA and Conventional Coronary Angiography. MICCAI (3) 2011: 395-402 - 2010
- [j37]Constantine Butakoff, Alejandro F. Frangi:
Multi-view face segmentation using fusion of statistical shape and appearance models. Comput. Vis. Image Underst. 114(3): 311-321 (2010) - [j36]Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Van-Bao Ly, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico Sukno, Sri-Kaushik Pavani, Alejandro F. Frangi, Lale Akarun, Arman Savran:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). IEEE Trans. Pattern Anal. Mach. Intell. 32(6): 1097-1111 (2010) - [j35]Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi:
Haar-like features with optimally weighted rectangles for rapid object detection. Pattern Recognit. 43(1): 160-172 (2010) - [j34]Federico Sukno, José Jesús Guerrero, Alejandro F. Frangi:
Projective active shape models for pose-variant image analysis of quasi-planar objects: Application to facial analysis. Pattern Recognit. 43(3): 835-849 (2010) - [j33]Siegfried Benkner, Antonio Arbona, Guntram Berti, Alessandro Chiarini, Robert Dunlop, Gerhard Engelbrecht, Alejandro F. Frangi, Christoph M. Friedrich, S. Hanser, Peer Hasselmeyer, Rod D. Hose, Jimison Iavindrasana, Martin Koehler, Luigi Lo Iacono, Guy Lonsdale, Rodolphe Meyer, Bob Moore, Hariharan Rajasekaran, Paul E. Summers, Alexander Wöhrer, Steven Wood:
@neurIST: Infrastructure for Advanced Disease Management Through Integration of Heterogeneous Data, Computing, and Complex Processing Services. IEEE Trans. Inf. Technol. Biomed. 14(6): 1365-1377 (2010) - [c83]Jesus Bisbal, Gerhard Engelbrecht, Alejandro F. Frangi:
Archetype-based semantic mediation: Incremental provisioning of data services. CBMS 2010: 132-137 - [c82]Gerhard Engelbrecht, Jesus Bisbal, Siegfried Benkner, Alejandro F. Frangi:
Towards negotiable SLA-based QoS support for biomedical data services. GRID 2010: 259-265 - [c81]Rubén Cárdenes, Hrvoje Bogunovic, Alejandro F. Frangi:
Fast 3D centerline computation for tubular structures by front collapsing and fast marching. ICIP 2010: 4109-4112 - [c80]Emma Muñoz-Moreno, Alejandro F. Frangi:
Spatial normalization of cardiac Diffusion Tensor Imaging for modeling the muscular structure of the myocardium. ICIP 2010: 4413-4416 - [c79]Ludovic Humbert, Tristan Whitmarsh, Mathieu De Craene, Luis Miguel del Río Barquero, Karl D. Fritscher, Rainer Schubert, Felix Eckstein, Thomas M. Link, Alejandro F. Frangi:
3D reconstruction of both shape and bone mineral density distribution of the femur from DXA images. ISBI 2010: 456-459 - [c78]Rosa M. Figueras i Ventura, Corné Hoogendoorn, Federico Sukno, Alejandro F. Frangi:
Bilinear point distribution models for heart motion analysis. ISBI 2010: 476-479 - [c77]Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi:
Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population. STACOM/CESC 2010: 242-251 - [c76]Oscar Camara, Ali Pashaei, Rafael Sebastián, Alejandro F. Frangi:
Personalization of Fast Conduction Purkinje System in Eikonal-Based Electrophysiological Models with Optical Mapping Data. STACOM/CESC 2010: 281-290 - [c75]Hui Sun, Alejandro F. Frangi, Hongzhi Wang, Federico Sukno, Catalina Tobon-Gomez, Paul A. Yushkevich:
Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model. MICCAI (1) 2010: 468-475 - [c74]Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Alejandro F. Frangi, Cesar Palencia:
Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images. MICCAI (1) 2010: 518-525 - [c73]Corné Hoogendoorn, Tristan Whitmarsh, Nicolas Duchateau, Federico M. Sukno, Mathieu De Craene, Alejandro F. Frangi:
A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction. Medical Imaging: Image Processing 2010: 76231R - [c72]Federico M. Sukno, Constantine Butakoff, Bart H. Bijnens, Alejandro F. Frangi:
Sparse active shape models: influence of the interpolation kernel on segmentation accuracy and speed. Medical Imaging: Image Processing 2010: 76234X - [c71]Tristan Whitmarsh, Ludovic Humbert, Mathieu De Craene, Luis Miguel del Río Barquero, Karl D. Fritscher, Rainer Schubert, Felix Eckstein, Thomas M. Link, Alejandro F. Frangi:
3D bone mineral density distribution and shape reconstruction of the proximal femur from a single simulated DXA image: an in vitro study. Medical Imaging: Image Processing 2010: 76234U - [c70]Chong Zhang, Maria-Cruz Villa-Uriol, Alejandro F. Frangi:
Evaluation of an efficient GPU implementation of digitally reconstructed radiographs in 3D/2D image registration. Medical Imaging: Image Processing 2010: 762333
2000 – 2009
- 2009
- [j32]Pankaj Kumar Singh, Alberto Marzo, Stuart C. Coley, Guntram Berti, Philippe Bijlenga, Patricia V. Lawford, Maria-Cruz Villa-Uriol, Daniel A. Rüfenacht, Keith M. McCormack, Alejandro F. Frangi, Umang J. Patel, D. Rodney Hose:
The Role of Computational Fluid Dynamics in the Management of Unruptured Intracranial Aneurysms: A Clinicians' View. Comput. Intell. Neurosci. 2009: 760364:1-760364:12 (2009) - [j31]Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi:
Bilinear Models for Spatio-Temporal Point Distribution Analysis. Int. J. Comput. Vis. 85(3): 237-252 (2009) - [j30]Enric Meinhardt, Ernesto Zacur, Alejandro F. Frangi, Vicent Caselles:
3D Edge Detection by Selection of Level Surface Patches. J. Math. Imaging Vis. 34(1): 1-16 (2009) - [j29]David Delgado-Gómez, Jens Fagertun, Bjarne K. Ersbøll, Federico Sukno, Alejandro F. Frangi:
Similarity-based Fisherfaces. Pattern Recognit. Lett. 30(12): 1110-1116 (2009) - [j28]Avan Suinesiaputra, Alejandro F. Frangi, Theodorus Kaandorp, Hildo J. Lamb, Jeroen J. Bax, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Automated Detection of Regional Wall Motion Abnormalities Based on a Statistical Model Applied to Multislice Short-Axis Cardiac MR Images. IEEE Trans. Medical Imaging 28(4): 595-607 (2009) - [j27]Chong Zhang, Maria-Cruz Villa-Uriol, Mathieu De Craene, Jose M. Pozo, Alejandro F. Frangi:
Morphodynamic Analysis of Cerebral Aneurysm Pulsation From Time-Resolved Rotational Angiography. IEEE Trans. Medical Imaging 28(7): 1105-1116 (2009) - [c69]Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi:
Gaussian Weak Classifiers Based on Haar-Like Features with Four Rectangles for Real-time Face Detection. CAIP 2009: 91-98 - [c68]Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi:
A Rapidly Trainable and Global Illumination Invariant Object Detection System. CIARP 2009: 877-884 - [c67]Oscar Camara, Steffen Oeltze, Mathieu De Craene, Rafael Sebastián, Etel Silva, David Tamborero, Lluís Mont, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi:
Cardiac Motion Estimation from Intracardiac Electrical Mapping Data: Identifying a Septal Flash in Heart Failure. FIMH 2009: 21-29 - [c66]Daniel Romero, Rafael Sebastián, Bart H. Bijnens, Viviana Zimmerman, Patrick M. Boyle, Edward J. Vigmond, Alejandro F. Frangi:
The Purkinje System and Cardiac Geometry: Assessing Their Influence on the Paced Heart. FIMH 2009: 68-77 - [c65]Oscar Camara, Estanislao Oubel, Gemma Piella, Simone Balocco, Mathieu De Craene, Alejandro F. Frangi:
Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging. FIMH 2009: 330-338 - [c64]Ignacio Larrabide, Pedro Omedas, Yves Martelli, Xavier Planes, Maarten Nieber, Juan A. Moya, Constantine Butakoff, Rafael Sebastián, Oscar Camara, Mathieu De Craene, Bart H. Bijnens, Alejandro F. Frangi:
GIMIAS: An Open Source Framework for Efficient Development of Research Tools and Clinical Prototypes. FIMH 2009: 417-426 - [c63]Mathieu De Craene, Oscar Camara, Bart H. Bijnens, Alejandro F. Frangi:
Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences. FIMH 2009: 437-446 - [c62]Sri-Kaushik Pavani, Federico Sukno, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi:
A Confidence-Based Update Rule for Self-updating Human Face Recognition Systems. ICB 2009: 151-160 - [c61]Federico Sukno, Sri-Kaushik Pavani, Constantine Butakoff, Alejandro F. Frangi:
Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models. ICVS 2009: 33-42 - [c60]Paul N. Watton, Alejandro F. Frangi, Yiannis Ventikos:
An Integrative Approach to Cerebrovascular Disease Healthcare: IT for Cerebral Aneurysms. ISBI 2009: 378-381 - [c59]Arjan J. Geers, Ignacio Larrabide, Alessandro Radaelli, Hrvoje Bogunovic, Hugo A. F. Gratama van Andel, Charles B. L. M. Majoie, Alejandro F. Frangi:
Reproducibility of Image-Based Computational Hemodynamics in Intracranial Aneurysms: Comparison of CTA and 3DRA. ISBI 2009: 610-613 - [c58]Hui Sun, Catalina Tobon-Gomez, Sandhitsu R. Das, Marina Huguet, Paul A. Yushkevich, Alejandro F. Frangi:
Ventricular Wall Thickness Analysis in Acute Myocardial Infarction and Hypertrophic Cardiomyopathy. ISBI 2009: 670-673 - [c57]Minsuok Kim, Ignacio Larrabide, Maria-Cruz Villa-Uriol, Alejandro F. Frangi:
Hemodynamic Alterations of a Patient-Specific Intracranial Aneurysm Induced by Virtual Deployment of Stents in Various Axial Orientation. ISBI 2009: 1215-1218 - [c56]Chong Zhang, Mathieu De Craene, Maria-Cruz Villa-Uriol, Jose M. Pozo, Bart H. Bijnens, Alejandro F. Frangi:
Estimating Continuous 4D Wall Motion of Cerebral Aneurysms from 3D Rotational Angiography. MICCAI (1) 2009: 140-147 - [c55]Nicolas Duchateau, Mathieu De Craene, Etel Silva, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi:
Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion. MICCAI (1) 2009: 759-766 - [c54]Mathieu De Craene, Oscar Camara, Bart H. Bijnens, Alejandro F. Frangi:
Non-stationary diffeomorphic registration: application to endo-vascular treatment monitoring. Medical Imaging: Image Processing 2009: 72591F - 2008
- [j26]Federico Sukno, Alejandro F. Frangi:
Reliability Estimation for Statistical Shape Models. IEEE Trans. Image Process. 17(12): 2442-2455 (2008) - [j25]Catalina Tobon-Gomez, Constantine Butakoff, S. Aguade, Federico Sukno, G. Moragas, Alejandro F. Frangi:
Automatic Construction of 3D-ASM Intensity Models by Simulating Image Acquisition: Application to Myocardial Gated SPECT Studies. IEEE Trans. Medical Imaging 27(11): 1655-1667 (2008) - [c53]Hariharan Rajasekaran, Luigi Lo Iacono, Peer Hasselmeyer, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Antonio Arbona, Alessandro Chiarini, Christoph M. Friedrich, Martin Hofmann-Apitius, Kai Kumpf, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Henning Müller, Rod D. Hose, Robert Dunlop, Alejandro F. Frangi:
@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services. CBMS 2008: 361-366 - [c52]Jimison Iavindrasana, Luigi Lo Iacono, Henning Müller, Ivan Periz, Paul E. Summers, Jessica Wright, Christoph M. Friedrich, Holger Dach, Tobias Gattermayer, Gerhard Engelbrecht, Siegfried Benkner, Martin Hofmann-Apitius, Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Jochen Fingberg, Alessandro Chiarini, Bob Moore, Philippe Bijlenga, Rod D. Hose, Alejandro F. Frangi:
The @neurIST project. HealthGrid 2008: 161-164 - [c51]Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Luigi Lo Iacono, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Alessandro Chiarini, Christoph M. Friedrich, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Rod D. Hose, Alejandro F. Frangi:
@neurIST - Chronic Disease Management through Integration of Heterogeneous Data and Computer-interpretable Guideline Services. HealthGrid 2008: 173-177 - [c50]Hui Sun, Brian B. Avants, Alejandro F. Frangi, Sebastián Ordas, James C. Gee, Paul A. Yushkevich:
Branching medial models for cardiac shape representation. ISBI 2008: 1485-1488 - [c49]Mathieu De Craene, José María Pozo, Maria-Cruz Villa-Uriol, Elio Vivas, Teresa Sola, Leopoldo Guimaraens, Jordi Blasco, Juan M. Macho, Alejandro F. Frangi:
Coil compaction and aneurysm growth: image-based quantification using non-rigid registration. Medical Imaging: Computer-Aided Diagnosis 2008: 69151R - [c48]Simone Balocco, Oscar Camara, Alejandro F. Frangi:
Towards Regional Elastography of Intracranial Aneurysms. MICCAI (2) 2008: 131-138 - [c47]Hui Sun, Brian B. Avants, Alejandro F. Frangi, Federico Sukno, James C. Gee, Paul A. Yushkevich:
Cardiac Medial Modeling and Time-Course Heart Wall Thickness Analysis. MICCAI (2) 2008: 766-773 - [c46]Ignacio Larrabide, Alessandro Radaelli, Alejandro F. Frangi:
Fast Virtual Stenting with Deformable Meshes: Application to Intracranial Aneurysms. MICCAI (2) 2008: 790-797 - [c45]D. A. Romero, Rafael Sebastián, Gernot Plank, Edward J. Vigmond, Alejandro F. Frangi:
Modeling the influence of the VV delay for CRT on the electrical activation patterns in absence of conduction through the AV node. Medical Imaging: Image-Guided Procedures 2008: 69182G - [c44]Hrvoje Bogunovic, Alessandro G. Radaelli, Mathieu De Craene, David Delgado-Gómez, Alejandro F. Frangi:
Image intensity standardization in 3D rotational angiography and its application to vascular segmentation. Medical Imaging: Image Processing 2008: 691419 - 2007
- [j24]Monica Hernandez, Alejandro F. Frangi:
Non-parametric geodesic active regions: Method and evaluation for cerebral aneurysms segmentation in 3DRA and CTA. Medical Image Anal. 11(3): 224-241 (2007) - [j23]David C. Barber, Estanislao Oubel, Alejandro F. Frangi, Rod D. Hose:
Efficient computational fluid dynamics mesh generation by image registration. Medical Image Anal. 11(6): 648-662 (2007) - [j22]Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi:
Active Shape Models with Invariant Optimal Features: Application to Facial Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 29(7): 1105-1117 (2007) - [j21]Raul Daniel Millan, Laura Dempere-Marco, Jose M. Pozo, Juan R. Cebral, Alejandro F. Frangi:
Morphological Characterization of Intracranial Aneurysms Using 3-D Moment Invariants. IEEE Trans. Medical Imaging 26(9): 1270-1282 (2007) - [c43]Federico Sukno, Alejandro F. Frangi:
Exploring Reliability for Automatic Identity Verification with Statistical Shape Models. AutoID 2007: 80-86 - [c42]Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi:
Bilinear Models for Spatio-Temporal Point Distribution Analysis: Application to Extrapolation of Whole Heart Cardiac Dynamics. ICCV 2007: 1-8 - [c41]Estanislao Oubel, Mathieu De Craene, Mattia Gazzola, Alfred O. Hero III, Alejandro F. Frangi:
Multiview Registration of Cardiac Tagging Mri Images. ISBI 2007: 388-391 - [c40]Michael Sass Hansen, Hildur Ólafsdóttir, Tron A. Darvann, Nuno V. Hermann, Estanislao Oubel, Rasmus Larsen, Bjarne K. Ersbøll, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg:
Estimation of Independent Non-Linear Deformation Modes for Analysis of Craniofacial Malformations in Crouzon Mice. ISBI 2007: 1296-1299 - [c39]Hildur Ólafsdóttir, Stéphanie Lanche, Tron A. Darvann, Nuno V. Hermann, Rasmus Larsen, Bjarne K. Ersbøll, Estanislao Oubel, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg:
A Point-Wise Quantification of Asymmetry Using Deformation Fields: Application to the Study of the Crouzon Mouse Model. MICCAI (2) 2007: 452-459 - [c38]Hildur Ólafsdóttir, Tron A. Darvann, Bjarne K. Ersbøll, Nuno V. Hermann, Estanislao Oubel, Rasmus Larsen, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg:
Craniofacial statistical deformation models of wild-type mice and Crouzon mice. Medical Imaging: Image Processing 2007: 65121C - [c37]Hildur Ólafsdóttir, Michael Sass Hansen, Karl Sjöstrand, Tron A. Darvann, Nuno V. Hermann, Estanislao Oubel, Bjarne K. Ersbøll, Rasmus Larsen, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg:
Sparse Statistical Deformation Model for the Analysis of Craniofacial Malformations in the Crouzon Mouse. SCIA 2007: 112-121 - [i1]Alejandro F. Frangi, Aurelio Ruiz, Martin Hofmann-Apitius:
Understanding Cerebral Aneurysms - The @neurIST Project. ERCIM News 2007(69) (2007) - 2006
- [j20]Hans C. van Assen, Mikhail G. Danilouchkine, Alejandro F. Frangi, Sebastián Ordas, Jos J. M. Westenberg, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
SPASM: A 3D-ASM for segmentation of sparse and arbitrarily oriented cardiac MRI data. Medical Image Anal. 10(2): 286-303 (2006) - [j19]Alejandro F. Frangi, Petia Radeva, Andrés Santos:
Editorial. Medical Image Anal. 10(4): 612-614 (2006) - [j18]Constantine Butakoff, Alejandro F. Frangi:
A Framework for Weighted Fusion of Multiple Statistical Models of Shape and Appearance. IEEE Trans. Pattern Anal. Mach. Intell. 28(11): 1847-1857 (2006) - [c36]Daniel González-Jiménez, Federico Sukno, José Luis Alba-Castro, Alejandro F. Frangi:
Automatic Pose Correction for Local Feature-Based Face Authentication. AMDO 2006: 356-365 - [c35]Antonio Arbona, Siegfried Benkner, Jochen Fingberg, Alejandro F. Frangi, M. Hofmann, D. Rodney Hose, Guy Lonsdale, Daniel A. Rüfenacht, Marco Viceconti:
Outlook for Grid Service technologies within the @neurIST eHealth environment. HealthGrid 2006: 401-404 - [c34]Hans C. van Assen, Alejandro F. Frangi, Mikhail G. Danilouchkine, Sebastián Ordas, Jos J. M. Westenberg, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Efficient reconstruction of cardiac LV surfaces using a 3D sparse ASM. ISBI 2006: 117-120 - [c33]Estanislao Oubel, Alejandro F. Frangi, Alfred O. Hero III:
Complex wavelets for registration of tagged MRI sequences. ISBI 2006: 622-625 - [c32]Laura Dempere-Marco, Estanislao Oubel, Marcelo Adrián Castro, Christopher M. Putman, Alejandro F. Frangi, Juan R. Cebral:
CFD Analysis Incorporating the Influence of Wall Motion: Application to Intracranial Aneurysms. MICCAI (2) 2006: 438-445 - [c31]Estanislao Oubel, Alfred O. Hero III, Alejandro F. Frangi:
Cardiac motion estimation by using high-dimensional features and K-means clustering method. Medical Imaging: Image Processing 2006: 614417 - [p1]B. Legeveldt, Alejandro F. Frangi, Steven C. Mitchell, Hans C. van Assen, Sebastián Ordas, Johan H. C. Reiber, Milan Sonka:
3D Active Shape and Appearance Models in Cardiac Image Analysis. Handbook of Mathematical Models in Computer Vision 2006: 471-485 - 2005
- [j17]Jian Yang, Alejandro F. Frangi, Jing-Yu Yang, David Zhang, Zhong Jin:
KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 27(2): 230-244 (2005) - [j16]Alejandro F. Frangi, Amir A. Amini, Elizabeth Bullitt:
Vascular Imaging. IEEE Trans. Medical Imaging 24(4): 433-435 (2005) - [j15]Juan R. Cebral, Marcelo Adrián Castro, Sunil Appanaboyina, Christopher M. Putman, Daniel Millan, Alejandro F. Frangi:
Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity. IEEE Trans. Medical Imaging 24(4): 457-467 (2005) - [c30]Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi:
Active Shape Models with Invariant Optimal Features (IOF-ASMs). AVBPA 2005: 365-375 - [c29]Sebastián Ordas, Hans C. van Assen, Loic Boisrobert, Marcos Laucelli, Jesús Puente, Boudewijn P. F. Lelieveldt, Alejandro F. Frangi:
Statistical Modeling and Segmentation in Cardiac MRI Using a Grid Computing Approach. EGC 2005: 6-15 - [c28]Hans C. van Assen, Mikhail G. Danilouchkine, Alejandro F. Frangi, Sebastián Ordas, Jos J. M. Westenberg, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
SPASM: Segmentation of Sparse and Arbitrarily Oriented Cardiac MRI Data Using a 3D-ASM. FIMH 2005: 33-43 - [c27]Sebastián Ordas, Hans C. van Assen, Jesús Puente, Boudewijn P. F. Lelieveldt, Alejandro F. Frangi:
Parametric Optimization of a Model-Based Segmentation Algorithm for Cardiac MR Image Analysis: A Grid-Computing Approach. HealthGrid 2005: 146-156 - [c26]Jesus F. Guitarte Perez, Alejandro F. Frangi, Eduardo Lleida-Solano, Klaus Lukas:
Lip Reading for Robust Speech Recognition on Embedded Devices. ICASSP (1) 2005: 473-476 - [c25]Avan Suinesiaputra, Alejandro F. Frangi, Hildo J. Lamb, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Automatic Prediction of Myocardial Contractility Improvement in Stress MRI Using Shape Morphometrics with Independent Component Analysis. IPMI 2005: 321-332 - [c24]Estanislao Oubel, Catalina Tobon-Gomez, Alfred O. Hero III, Alejandro F. Frangi:
Myocardial Motion Estimation in Tagged MR Sequences by Using alphaMI-Based Non Rigid Registration. MICCAI (2) 2005: 271-278 - [c23]Monica Hernandez, Alejandro Federico Frangi:
Brain aneurysm segmentation in CTA and 3DRA using geodesic active regions based on second order prototype features and nonparametric density estimation. Medical Imaging: Image Processing 2005 - [c22]Raul Daniel Millan, Monica Hernandez, Daniel Gallardo, Juan Raúl Cebral, Christopher M. Putman, Laura Dempere-Marco, Alejandro Federico Frangi:
Characterization of cerebral aneurysms using 3D moment invariants. Medical Imaging: Image Processing 2005 - [c21]Estanislao Oubel, Huzefa Neemuchwala, Alfred O. Hero III, Loic Boisrobert, Martín Laclaustra, Alejandro Federico Frangi:
Assessment of artery dilation by using image registration based on spatial features. Medical Imaging: Image Processing 2005 - [e1]Alejandro F. Frangi, Petia Radeva, Andrés Santos, Monica Hernandez:
Functional Imaging and Modeling of the Heart, Third International Workshop, FIMH 2005, Barcelona, Spain, June 2-4, 2005, Proceedings. Lecture Notes in Computer Science 3504, Springer 2005, ISBN 3-540-26161-3 [contents] - 2004
- [j14]Jian Yang, Alejandro F. Frangi, Jing-Yu Yang:
A new kernel Fisher discriminant algorithm with application to face recognition. Neurocomputing 56: 415-421 (2004) - [j13]Jian Yang, David Zhang, Alejandro F. Frangi, Jing-Yu Yang:
Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26(1): 131-137 (2004) - [j12]Jian Yang, Zhong Jin, Jing-Yu Yang, David Zhang, Alejandro F. Frangi:
Essence of kernel Fisher discriminant: KPCA plus LDA. Pattern Recognit. 37(10): 2097-2100 (2004) - [c20]Avan Suinesiaputra, Alejandro F. Frangi, Mehmet Üzümcü, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Extraction of Myocardial Contractility Patterns from Short-Axes MR Images Using Independent Component Analysis. ECCV Workshops CVAMIA and MMBIA 2004: 75-86 - [c19]Sebastián Ordas, Loic Boisrobert, Matías N. Bossa, Salvador Olmos, Alejandro F. Frangi, Marina Huguet, Marcos Laucelli:
Grid-Enabled Automatic Construction of A Two-Chamber Cardiac PDM from a Large Database of Dynamic 3D Shapes. ISBI 2004: 416-419 - [c18]Alfonso Ortega, Federico Sukno, Eduardo Lleida, Alejandro F. Frangi, Antonio Miguel, Luis Buera, Ernesto Zacur:
AV@CAR: A Spanish Multichannel Multimodal Corpus for In-Vehicle Automatic Audio-Visual Speech Recognition. LREC 2004 - [c17]Monica Hernandez, Alejandro F. Frangi:
Geodesic Active Regions Using Non-parametric Statistical Regional Description and Their Application to Aneurysm Segmentation from CTA. MIAR 2004: 94-102 - [c16]Avan Suinesiaputra, Mehmet Üzümcü, Alejandro F. Frangi, T. A. M. Kaandorp, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Detecting Regional Abnormal Cardiac Contraction in Short-Axis MR Images Using Independent Component Analysis. MICCAI (1) 2004: 737-744 - 2003
- [j11]Jian Yang, Jing-Yu Yang, Alejandro F. Frangi, David Zhang:
Uncorrelated Projection Discriminant Analysis And Its Application To Face Image Feature Extraction. Int. J. Pattern Recognit. Artif. Intell. 17(8): 1325-1347 (2003) - [j10]Jian Yang, Jing-Yu Yang, Alejandro F. Frangi:
Combined Fisherfaces framework. Image Vis. Comput. 21(12): 1037-1044 (2003) - [j9]Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel:
Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration. IEEE Trans. Medical Imaging 22(8): 1014-1025 (2003) - [j8]Alejandro F. Frangi, Martín Laclaustra, Pablo Lamata:
A registration-based approach to quantify Flow-Mediated Dilation (FMD) of the brachial artery in ultrasound image sequences. IEEE Trans. Medical Imaging 22(11): 1458-1469 (2003) - [c15]Jesus F. Guitarte Perez, Klaus Lukas, Alejandro F. Frangi:
Low resource lip finding and tracking algorithm for embedded devices. AVSP 2003: 111-116 - [c14]Alejandro F. Frangi, Daniel Rueckert, Julia A. Schnabel, Wiro J. Niessen:
Automatic Construction of Biventricular Statistical Shape Models. FIMH 2003: 18-29 - [c13]Jesus F. Guitarte Perez, Klaus Lukas, Alejandro F. Frangi:
Low resource lip finding and tracking algorithm for embedded devices. INTERSPEECH 2003: 2253-2256 - [c12]Mehmet Üzümcü, Alejandro F. Frangi, Milan Sonka, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation. MICCAI (1) 2003: 451-458 - [c11]Monica Hernandez, Alejandro F. Frangi, Guillermo Sapiro:
Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation. MICCAI (2) 2003: 594-602 - [c10]Monica Hernandez, Rosario Barrena, Gabriel Hernandez, Guillermo Sapiro, Alejandro F. Frangi:
Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images. Medical Imaging: Image Processing 2003 - [c9]Mehmet Üzümcü, Alejandro F. Frangi, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Independent component analysis in statistical shape models. Medical Imaging: Image Processing 2003 - 2002
- [j7]Alejandro F. Frangi, Pere J. Riu, Javier Rosell, Max A. Viergever:
Propagation of Measurement Noise through Backprojection Reconstruction in Electrical Impedance Tomography. IEEE Trans. Medical Imaging 21(6): 566-578 (2002) - [j6]Bram van Ginneken, Alejandro F. Frangi, Joes Staal, Bart M. ter Haar Romeny, Max A. Viergever:
Active Shape Model Segmentation with Optimal Features. IEEE Trans. Medical Imaging 21(8): 924-933 (2002) - [j5]Alejandro F. Frangi, Daniel Rueckert, James S. Duncan:
Three-dimensional Cardiovascular Image Analysis. IEEE Trans. Medical Imaging 21(9): 1005-1010 (2002) - [j4]Alejandro F. Frangi, Daniel Rueckert, Julia A. Schnabel, Wiro J. Niessen:
Automatic Construction of Multiple-object Three-dimensional Statistical Shape Models: Application to Cardiac Modelling. IEEE Trans. Medical Imaging 21(9): 1151-1166 (2002) - [c8]Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel:
Automatic Construction of 3D Statistical Deformation Models: Application to Patients with Schizophrenia. Bildverarbeitung für die Medizin 2002: 291-294 - [c7]Wiro J. Niessen, Cornelis M. van Bemmel, Alejandro F. Frangi, M. J. A. Siers, Onno Wink:
Model-based segmentation of cardiac and vascular images. ISBI 2002: 22-25 - 2001
- [j3]Alejandro F. Frangi, Michael Egmont-Petersen, Wiro J. Niessen, Johan H. C. Reiber, Max A. Viergever:
Bone tumor segmentation from MR perfusion images with neural networks using multi-scale pharmacokinetic features. Image Vis. Comput. 19(9-10): 679-690 (2001) - [j2]Alejandro F. Frangi, Wiro J. Niessen, Max A. Viergever:
Three-Dimensional Modeling for Functional Analysis of Cardiac Images: A Review. IEEE Trans. Medical Imaging 20(1): 2-5 (2001) - [c6]Alejandro F. Frangi, Daniel Rueckert, Julia A. Schnabel, Wiro J. Niessen:
Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration. IPMI 2001: 78-91 - [c5]Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel:
Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration. MICCAI 2001: 77-84 - 2000
- [c4]Michael Egmont-Petersen, Alejandro F. Frangi, Wiro J. Niessen, P. C. W. Hogendoorn, Johan L. Bloem, Max A. Viergever, Johan H. C. Reiber:
Segmentation of Bone Tumor in MR Perfusion Images Using Neural Networks and Multiscale Pharmacokinetic Features. ICPR 2000: 4080-4083 - [c3]Shirley A. M. Baert, Wiro J. Niessen, Erik H. W. Meijering, Alejandro F. Frangi, Max A. Viergever:
Guide Wire Tracking During Endovascular Interventions. MICCAI 2000: 727-734
1990 – 1999
- 1999
- [j1]Alejandro F. Frangi, Wiro J. Niessen, Romhild M. Hoogeveen, Theo van Walsum, Max A. Viergever:
Model-Based Quantitation of 3D Magnetic Resonance Angiographic Images. IEEE Trans. Medical Imaging 18(10): 946-956 (1999) - [c2]Alejandro F. Frangi, Wiro J. Niessen, Romhild M. Hoogeveen, Theo van Walsum, Max A. Viergever:
Quantitation of Vessel Morphology from 3D MRA. MICCAI 1999: 358-367 - 1998
- [c1]Alejandro F. Frangi, Wiro J. Niessen, Koen L. Vincken, Max A. Viergever:
Muliscale Vessel Enhancement Filtering. MICCAI 1998: 130-137
Coauthor Index
Bai Ying Lei
aka: Baiying Lei
aka: Baiying Lei
Antonio R. Porras
aka: Antonio R. Porras Perez
aka: Antonio R. Porras Perez
José María Pozo
aka: Jose M. Pozo
aka: Jose M. Pozo
[j162] [j161] [c216] [c215] [c214] [c213] [c211] [i44] [i43] [i41] [j156] [j151] [j150] [c208] [c206] [c205] [c204] [c203] [c202] [c200] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i32] [i31] [i30] [j141] [j140] [j139] [j138] [j136] [c198] [c197] [c196] [c195] [i29] [i28] [i27] [i26] [i25] [j129] [j126] [j123] [c193] [c192] [c191] [c190] [c188] [c187] [c186] [i23] [i21] [i20] [i19] [i18] [i16] [i15] [c183] [i13] [i11] [j109] [j101] [c155] [c150] [c148] [c145] [c137]
Federico Sukno
aka: Federico M. Sukno
aka: Federico M. Sukno
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