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ORCIDKnut Möller
Knut Moeller
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- affiliation: Furtwangen University, Germany
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2020 – today
- 2024
[j46]Trudy Caljé-van der Klei
, Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw:
Pulmonary response prediction through personalized basis functions in a virtual patient model. Comput. Methods Programs Biomed. 244: 107988 (2024)- [j45]Erik Stein, Rongqing Chen, Alberto Battistel, Sabine Krueger-Ziolek, Knut Moeller:
Voltage-based separation of respiration and cardiac activity by harmonic analysis in electrical impedance tomography. IFAC J. Syst. Control. 27: 100248 (2024) - [j44]Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw, Thomas Desaive:
Estimating patient spontaneous breathing effort in mechanical ventilation using a b-splines function approach. IFAC J. Syst. Control. 28: 100259 (2024) - [j43]Ning Ding, Herag Arabian, Knut Möller:
Feature space separation by conformity loss driven training of CNN. IFAC J. Syst. Control. 28: 100260 (2024) - [j42]Birthe Göbel, Alexander Reiterer, Knut Möller:
Image-Based 3D Reconstruction in Laparoscopy: A Review Focusing on the Quantitative Evaluation by Applying the Reconstruction Error. J. Imaging 10(8): 180 (2024) - [j41]Rebecca H. K. Emanuel, Paul David Docherty, Helen Lunt, Knut Möller:
The effect of activation functions on accuracy, convergence speed, and misclassification confidence in CNN text classification: a comprehensive exploration. J. Supercomput. 80(1): 292-312 (2024) - 2023
- [j40]Lin Yang, Zhe Li, Meng Dai, Feng Fu, Knut Möller, Yuan Gao, Zhanqi Zhao:
Optimal machine learning methods for prediction of high-flow nasal cannula outcomes using image features from electrical impedance tomography. Comput. Methods Programs Biomed. 238: 107613 (2023) - [j39]Bernhard Laufer, Fabian Hoeflinger, Paul David Docherty, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller:
Characterisation and Quantification of Upper Body Surface Motions for Tidal Volume Determination in Lung-Healthy Individuals. Sensors 23(3): 1278 (2023) - [j38]Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Paul David Docherty, Herag Arabian, Bernhard Laufer, Sabine Krueger-Ziolek, Thomas Neumuth, Knut Moeller:
Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches. Sensors 23(4): 1958 (2023) - [j37]Rongqing Chen, Sabine Krueger-Ziolek, Alberto Battistel, Stefan J. Rupitsch, Knut Moeller:
Effect of a Patient-Specific Structural Prior Mask on Electrical Impedance Tomography Image Reconstructions. Sensors 23(9): 4551 (2023) - [j36]Herag Arabian, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Knut Moeller:
P-CSEM: An Attention Module for Improved Laparoscopic Surgical Tool Detection. Sensors 23(16): 7257 (2023) - [j35]Bernhard Laufer, Paul David Docherty, Rua Murray, Sabine Krueger-Ziolek, Nour Aldeen Jalal, Fabian Hoeflinger, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller:
Sensor Selection for Tidal Volume Determination via Linear Regression - Impact of Lasso versus Ridge Regression. Sensors 23(17): 7407 (2023) - [j34]Herag Arabian, Tamer Abdulbaki Alshirbaji, Ramona Schmid, Verena Wagner-Hartl, J. Geoffrey Chase, Knut Moeller:
Harnessing Wearable Devices for Emotional Intelligence: Therapeutic Applications in Digital Health. Sensors 23(19): 8092 (2023) - [c33]Jack Wilkie, Nour Aldeen Jalal, Georg Rauter, Knut Möller:
Segmenting/Pre-Processing Data from Bone Screw Thread-Stripping Tests. EMBC 2023: 1-4 - [c32]Rongqing Chen, Sabine Krueger-Ziolek, Alberto Battistel, Nour Aldeen Jalal, Stefan J. Rupitsch, Knut Moeller:
Influence of a Structural Prior Mask on EIT Image Reconstruction. EMBC 2023: 1-4 - [c31]Bernhard Laufer, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Paul David Docherty, Rua Murray, Fabian Hoeflinger, Leonhard M. Reindl, Knut Moeller:
Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume. EMBC 2023: 1-4 - [i1]Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc:
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. CoRR abs/2305.07152 (2023) - 2022
- [j33]Jack A. Wilkie, Georg Rauter, Knut Möller:
Determining relationship between bone screw insertion torque and insertion speed. Autom. 70(11): 976-991 (2022) - [j32]Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw:
Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation. Biomed. Signal Process. Control. 72(Part): 103367 (2022) - [j31]Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw:
Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model. Comput. Biol. Medicine 141: 105022 (2022) - [c30]Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller:
Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification. EMBC 2022: 533-536 - [c29]Rongqing Chen, Stefan J. Rupitsch, Knut Moeller:
Influence of hyperparameter on the Untrue Prior Detection in Discrete Transformation-based EIT Algorithm. EMBC 2022: 580-583 - 2021
- [j30]Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller:
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos. Biomed. Signal Process. Control. 68: 102801 (2021) - [j29]Cong Zhou, J. Geoffrey Chase, Jennifer L. Knopp, Qianhui Sun, Merryn H. Tawhai, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw, Thomas Desaive:
Virtual patients for mechanical ventilation in the intensive care unit. Comput. Methods Programs Biomed. 199: 105912 (2021) - [j28]Jacquelyn D. Parente, J. Geoffrey Chase, Knut Moeller, Geoffrey M. Shaw:
High Inter-Patient Variability in Sepsis Evolution: A Hidden Markov Model Analysis. Comput. Methods Programs Biomed. 201: 105956 (2021) - [c28]Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul Docherty, Sebastian G. Russo, Thomas Neumuth, Knut Möller:
Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology *. EMBC 2021: 2091-2094 - [c27]Herag Arabian, Verena Wagner-Hartl, J. Geoffrey Chase, Knut Möller:
Facial Emotion Recognition Focused on Descriptive Region Segmentation. EMBC 2021: 3415-3418 - [c26]Rongqing Chen, Knut Moeller:
Redistribution Index - Detection of an Outdated Prior Information in the Discrete Cosine Transformation-based EIT Algorithm. EMBC 2021: 3693-3696 - [c25]Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller:
Investigating Torque-Speed Relationship of Self-Tapping Screws. EMBC 2021: 4383-4386 - [c24]Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller:
Geometric Generalization of Self Tapping Screw Insertion Model. EMBC 2021: 4387-4339 - [c23]Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller:
Quantifying Accuracy of Self-Tapping Screw Models. EMBC 2021: 4391-4394 - 2020
- [j27]Jack Wilkie, Paul David Docherty, Knut Möller:
Model-based bone material property identification. Autom. 68(11): 913-921 (2020) - [j26]Jacquelyn D. Parente, J. Geoffrey Chase, Knut Moeller, Geoffrey M. Shaw:
Quantifying misclassification and bias errors due to hierarchical sepsis scores in real-time sepsis diagnosis. Biomed. Signal Process. Control. 62: 102116 (2020) - [j25]Jacquelyn Dawn Parente, J. Geoffrey Chase, Knut Möller, Geoffrey M. Shaw:
Kernel density estimates for sepsis classification. Comput. Methods Programs Biomed. 188: 105295 (2020) - [j24]Sarah L. Howe, Melanie März, J. Pinter, Sabine Krueger-Ziolek, Christopher G. Pretty, Geoffrey M. Shaw, Thomas Desaive, Knut Möller, J. Geoffrey Chase:
Cheek support affects lung mechanics measurements of tidal-based spontaneous breathing. Comput. Methods Programs Biomed. 193: 105526 (2020) - [j23]Sophie E. Morton, Jennifer L. Knopp, Merryn H. Tawhai, Paul Docherty, Serge J. H. Heines, Dennis Bergmans, Knut Möller, J. Geoffrey Chase:
Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation. Comput. Methods Programs Biomed. 197: 105696 (2020) - [c22]Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Höflinger, Leonhard M. Reindl, Knut Möller:
An alternative way to measure respiration induced changes of circumferences: a pilot study. EMBC 2020: 4632-4635
2010 – 2019
- 2019
- [j22]Sophie E. Morton, Jennifer L. Knopp, J. Geoffrey Chase, Paul Docherty, Sarah L. Howe, Knut Möller, Geoffrey M. Shaw, Merryn H. Tawhai:
Optimising mechanical ventilation through model-based methods and automation. Annu. Rev. Control. 48: 369-382 (2019) - [j21]Thiago de Castro Martins, André Kubagawa Sato, Fernando Silva de Moura, Erick Dario León Bueno de Camargo, Olavo Luppi Silva, Talles Batista Rattis Santos, Zhanqi Zhao, Knut Möller, Marcelo Brito Passos Amato, Jennifer L. Mueller, Raul Gonzalez Lima, Marcos de Sales Guerra Tsuzuki:
A review of electrical impedance tomography in lung applications: Theory and algorithms for absolute images. Annu. Rev. Control. 48: 442-471 (2019) - [j20]Jörn Kretschmer, Paul David Docherty, Shaun M. Davidson, Bernhard Laufer, Knut Möller:
Comparing three differing approaches to identify a three-parameter gas-exchange model with noisy data. IFAC J. Syst. Control. 7: 100038 (2019) - [j19]Gürkan Karacocuk, Fabian Höflinger, Rui Zhang, Leonhard M. Reindl, Bernhard Laufer, Knut Möller, Mareike Röell, Denise Zdzieblik:
Inertial Sensor-Based Respiration Analysis. IEEE Trans. Instrum. Meas. 68(11): 4268-4275 (2019) - [c21]Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Hoeflinger, Leonhard M. Reindl, Knut Moeller:
Tidal volume via circumferences of the upper body: a pilot study. EMBC 2019: 3559-3562 - 2018
- [j18]Walter Karlen, Thomas Schauer, Knut Möller, Olaf Simanski:
Automation in medicine: from homecare to clinical applications. Autom. 66(12): 990-992 (2018) - [j17]Bo Gong, Benjamin Schullcke, Sabine Krueger-Ziolek, Fan Zhang, Ullrich Mueller-Lisse, Knut Moeller:
Higher order total variation regularization for EIT reconstruction. Medical Biol. Eng. Comput. 56(8): 1367-1378 (2018) - 2017
- [j16]Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel Reyes Adame, Knut Möller, Wolfram Burgard:
Navigating blind people with walking impairments using a smart walker. Auton. Robots 41(3): 555-573 (2017) - [j15]Bo Gong, Benjamin Schullcke, Sabine Krueger-Ziolek, Marko Vauhkonen, Gerhard Wolf, Ullrich Mueller-Lisse, Knut Moeller:
EIT Imaging Regularization Based on Spectral Graph Wavelets. IEEE Trans. Medical Imaging 36(9): 1832-1844 (2017) - 2016
- [j14]Jörn Kretschmer, Bernhard Laufer, Thomas Lehmann, Patrick Stehle, Daniel P. Redmond, Knut Möller:
Ein softwarebasierter Patientensimulator zur Evaluierung medizinischer Entscheidungssysteme. Autom. 64(11): 878-893 (2016) - [j13]Ruby Langdon, Paul David Docherty, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase:
Use of basis functions within a non-linear autoregressive model of pulmonary mechanics. Biomed. Signal Process. Control. 27: 44-50 (2016) - [j12]Ashkan Javaherian, Manuchehr Soleimani, Knut Moeller:
A fast time-difference inverse solver for 3D EIT with application to lung imaging. Medical Biol. Eng. Comput. 54(8): 1243-1255 (2016) - 2015
- [j11]Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Knut Möller:
Komplexe Modellsysteme in der automatisierten Beatmung. Autom. 63(1): 53-69 (2015) - [c20]Benjamin Schullcke, Bo Gong, Knut Moeller:
Steps towards 3D Electrical Impedance Tomography. EMBC 2015: 5323-5326 - [c19]Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel Reyes Adame, Knut Möller, Wolfram Burgard:
Navigating blind people with a smart walker. IROS 2015: 6014-6019 - [p1]Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Dirk Schädler, Norbert Weiler, Knut Möller:
Hierarchische Modellsysteme zur Optimierung der Beatmungstherapie. Wissenschaft und Kunst der Modellierung 2015: 369-390 - 2014
- [j10]Paul David Docherty, Christoph Schranz, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase:
Reformulation of the pressure-dependent recruitment model (PRM) of respiratory mechanics. Biomed. Signal Process. Control. 12: 47-53 (2014) - [j9]Paul Docherty, Christoph Schranz, J. Geoffrey Chase, Yeong Shiong Chiew, Knut Möller:
Utility of a novel error-stepping method to improve gradient-based parameter identification by increasing the smoothness of the local objective surface: A case-study of pulmonary mechanics. Comput. Methods Programs Biomed. 114(3): e70-e78 (2014) - 2013
- [j8]Jörn Kretschmer, Christoph Schranz, Christian Knöbel, J. Wingender, Edmund Koch, Knut Möller:
Efficient computation of interacting model systems. J. Biomed. Informatics 46(3): 401-409 (2013) - [c18]Sabine Krueger-Ziolek, Christian Knöbel, Christoph Schranz, Knut Möller:
Combination of engineering and medical education using an active mechanical lung simulator. CBMS 2013: 542-543 - [c17]Jörn Kretschmer, Tobias Becher, Axel Riedlinger, Dirk Schädler, Norbert Weiler, Knut Möller:
A simple gas exchange model predicting arterial oxygen content for various FiO2 levels. EMBC 2013: 465-468 - [c16]Christoph Schranz, Jörn Kretschmer, Knut Möller:
Hierarchical individualization of a recruitment model with a viscoelastic component for ARDS patients. EMBC 2013: 5220-5223 - 2012
- [j7]Christoph Schranz, Paul Docherty, Yeong Shiong Chiew, J. Geoffrey Chase, Knut Möller:
Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients. IEEE Trans. Biomed. Eng. 59(12): 3396-3404 (2012) - [c15]Ahmed Al-Jawad, Miguel Reyes Adame, Michailas Romanovas, Markus Hobert, Walter Maetzler, Martin Traechtler, Knut Moeller, Yiannos Manoli:
Using multi-dimensional dynamic time warping for TUG test instrumentation with inertial sensors. MFI 2012: 212-218 - 2011
- [j6]Jörn Kretschmer, Alexander Wahl, Knut Möller:
Dynamically generated models for medical decision support systems. Comput. Biol. Medicine 41(10): 899-907 (2011) - [j5]Sara Lozano-Zahonero, Dominik Gottlieb, Christoph Haberthür, Josef Guttmann, Knut Möller:
Automated mechanical ventilation: adapting decision making to different disease states. Medical Biol. Eng. Comput. 49(3): 349-358 (2011) - [j4]Christoph Schranz, Christian Knöbel, Jörn Kretschmer, Zhanqi Zhao, Knut Möller:
Hierarchical Parameter Identification in Models of Respiratory Mechanics. IEEE Trans. Biomed. Eng. 58(11): 3234-3241 (2011) - [c14]Michael Volk, Christoph Schmid, Zhanqi Zhao, Knut Möller:
Ventilation distribution on different body positions measured by electrical impedance tomography. BMEI 2011: 565-568 - [c13]Knut Möller, Jörn Kretschmer, Christoph Schranz:
Hierarchical modeling for medical decision support. BMEI 2011: 960-964 - [c12]Jörn Kretschmer, Knut Möller:
Time course of etCO2 response to alterations in respiration rate predicted by a mathematical model of human gas exchange. BMEI 2011: 1879-1882 - [c11]Jörn Kretschmer, Knut Möller:
Sequential versus concurrent computation of complex model systems for medical decision support. EMBC 2011: 133-136 - [c10]Christoph Schranz, Knut Moeller:
Inverse modeling supports quantification of pressure and time depending effects in ARDS patients. EMBC 2011: 1013-1016 - [c9]Zhanqi Zhao, Marcus Eger, Thomas Handzsuj, V. Marco Ranieri, Lorenzo Appendini, Cosimo Micelli, Knut Möller:
Noninvasive method for measuring respiratory system compliance during pressure support ventilation. EMBC 2011: 3808-3811 - 2010
- [j3]David Schwenninger, Knut Möller, Hui Liu, Josef Guttmann:
Automated Analysis of Intratidal Dynamics of Alveolar Geometry From Microscopic Endoscopy. IEEE Trans. Biomed. Eng. 57(2): 415-421 (2010)
2000 – 2009
- 2009
- [c8]Steven Ganzert, Stefan Kramer, Knut Möller, Daniel Steinmann, Josef Guttmann:
Prediction of Mechanical Lung Parameters Using Gaussian Process Models. AIME 2009: 380-384
1990 – 1999
- 1996
- [c7]Michael Contzen, Knut Möller:
Abstraction as a Heuristic to Guide Planning. KI 1996: 25-28 - 1994
- [j2]Knut Möller, Gerhard Paass:
Künstliche Neuronale Netze: eine Bestandsaufnahme. Künstliche Intell. 8(4): 37-61 (1994) - 1993
- [c6]Knut Möller:
Das Lernen von Mehrdeutigen Abbildungen mit fehlergesteuerter Zerlegung. Informatik in den Biowissenschaften 1993: 133-144 - 1992
- [b1]Knut Möller:
Adaptive Roboterkontrolle mit konnektionistischen Systemen. University of Bonn, Germany, DISKI 7, Infix Verlag, St. Augustin, Germany 1992, ISBN 3-929037-07-6, pp. 1-254 - [c5]Alexander Asteroth, Mark Sebastian Fischer, Knut Möller, Uwe Schnepf:
Tracking and Grasping of Moving Objects - a Behaviour-Based Approach. IEA/AIE 1992: 195-204 - 1991
- [j1]Knut Möller, Sebastian Thrun:
Adaptive Roboterkontrolle mit künstlichen Neuronalen Netzen. Wirtschaftsinf. 33(5): 408-419 (1991) - [c4]Sebastian Thrun, Knut Möller:
Active Exploration in Dynamic Environments. NIPS 1991: 531-538 - 1990
- [c3]Sebastian Thrun, Knut Möller, Alexander Linden:
Planning with an Adaptive World Model. NIPS 1990: 450-456 - [c2]Anette Standfuss, Knut Möller, Joachim Funke:
Wissenserwerb über dynamische Systeme: Befunde Konnektionistischer Modellierung. ÖGAI 1990: 103-111 - [c1]Sebastian Thrun, Knut Möller, Alexander Linden:
Adaptive Look-Ahead Planning. ÖGAI 1990: 238-246
Coauthor Index
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