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ORCIDMatthew Chua 0001
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- affiliation: National University of Singapore, Institute of Systems Science
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2020 – today
- 2023
[j17]Qitong Yuan, Keyi Chen, Yimin Yu, Nguyen-Quoc-Khanh Le
, Matthew Chin Heng Chua:
Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding. Briefings Bioinform. 24(1) (2023)- [j16]Sowndarya Satyamurthi, Jing Tian, Matthew Chin Heng Chua:
Action recognition using multi-directional projected depth motion maps. J. Ambient Intell. Humaniz. Comput. 14(11): 14767-14773 (2023) - [j15]Ryan Shea Ying Cong Tan, Qian Lin, Guat Hwa Low, Ruixi Lin, Tzer Chew Goh, Christopher Chu En Chang, Fung Fung Lee, Wei Yin Chan, Wei Chong Tan, Han Jieh Tey, Fun Loon Leong, Hong Qi Tan, Wen Long Nei, Wen Yee Chay, David Wai Meng Tai, Gillianne Geet Yi Lai, Lionel Tim-Ee Cheng, Fuh Yong Wong, Matthew Chin Heng Chua, Melvin Lee Kiang Chua, Daniel Shao-Weng Tan, Choon Hua Thng, Iain Bee Huat Tan, Hwee Tou Ng:
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. J. Am. Medical Informatics Assoc. 30(10): 1657-1664 (2023) - 2022
- [j14]Quang H. Nguyen, Binh P. Nguyen, Minh T. Nguyen, Matthew Chua, Trang T. T. Do, Nhung Nghiem:
Bone age assessment and sex determination using transfer learning. Expert Syst. Appl. 200: 116926 (2022) - [j13]Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen:
Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers. J. Chem. Inf. Model. 62(21): 5050-5058 (2022) - [j12]Mei-Ying Ng, Chin-Boon Chng, Wai-Kin Koh, Chee-Kong Chui, Matthew Chin Heng Chua:
An enhanced self-attention and A2J approach for 3D hand pose estimation. Multim. Tools Appl. 81(29): 41661-41676 (2022) - 2021
- [j11]Edmund Kwong Wei Leow, Binh P. Nguyen, Matthew Chin Heng Chua:
Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation. Expert Syst. Appl. 179: 115060 (2021) - [j10]Nicholas Ho, Pooi-Mun Wong, Ngoc Son Hoang, Dun-Kai Koh, Matthew Chin Heng Chua, Chee-Kong Chui:
CPS-based manufacturing workcell for the production of hybrid medical devices. J. Ambient Intell. Humaniz. Comput. 12(12): 10865-10879 (2021) - [j9]Kenneth C. W. Goh, Raymond B. C. Ng, Yoke-Keong Wong, Nicholas J. H. Ho, Matthew Chin Heng Chua:
Aerial filming with synchronized drones using reinforcement learning. Multim. Tools Appl. 80(12): 18125-18150 (2021) - [c12]Khang Nguyen, Jerome Wei Yang Lim, Kuo Ping Lee, Terry Lin, Jing Tian, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen:
Heart Disease Classification using Novel Heterogeneous Ensemble. BHI 2021: 1-4 - 2020
- [j8]Sougata Deb, Youheng Ou Yang, Matthew Chin Heng Chua, Jing Tian:
Gait identification using a new time-warped similarity metric based on smartphone inertial signals. J. Ambient Intell. Humaniz. Comput. 11(10): 4041-4053 (2020) - [j7]Jun-Hao Yin, Chin-Boon Chng, Pooi-Mun Wong, Nicholas J. H. Ho, Matthew Chua, Chee-Kong Chui:
VR and AR in human performance research - An NUS experience. Virtual Real. Intell. Hardw. 2(5): 381-393 (2020) - [c11]Hung N. Pham, Renjie Tan, Yu Tian Cai, Shahril Mustafa, Ngan Chong Yeo, Hui Juin Lim, Trang T. T. Do, Binh P. Nguyen, Matthew Chin Heng Chua:
Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. ICCCI 2020: 505-515 - [c10]Quang H. Nguyen, Ramasamy Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua:
Diabetic Retinopathy Detection using Deep Learning. ICMLSC 2020: 103-107 - [c9]Kim Chwee Lim, Swee Heng Sin, Chien Wei Lee, Weng Khin Chin, Junliang Lin, Khang Nguyen, Quang H. Nguyen, Binh P. Nguyen, Matthew Chua:
Video-based Skeletal Feature Extraction for Hand Gesture Recognition. ICMLSC 2020: 108-112 - [i2]Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua:
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. CoRR abs/2006.02610 (2020)
2010 – 2019
- 2019
- [j6]Ziyuan Zhao, Huiying Zhu, Zehao Xue, Zhao Liu, Jing Tian, Matthew Chin Heng Chua, Maofu Liu:
An image-text consistency driven multimodal sentiment analysis approach for social media. Inf. Process. Manag. 56(6) (2019) - [j5]Ruiqi Li, Jing Tian, Matthew Chin Heng Chua:
Facial expression classification using salient pattern driven integrated geometric and textual features. Multim. Tools Appl. 78(20): 28971-28983 (2019) - [c8]Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu:
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. ICIP 2019: 1385-1389 - [c7]Quang H. Nguyen, Binh P. Nguyen, Son Duy Dao, Balagopal Unnikrishnan, Rajan Dhingra, Savitha Rani Ravichandran, Sravani Satpathy, Nirmal Raja Palaparthi, Matthew Chin Heng Chua:
Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. ICT 2019: 381-385 - [c6]Shi Yuan Tang, Ngoc Son Hoang, Chee-Kong Chui, Jeong Hoon Lim, Matthew Chin Heng Chua:
Development of Wearable Gait Assistive Device Using Recurrent Neural Network. SII 2019: 626-631 - [i1]Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu:
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. CoRR abs/1905.06312 (2019) - 2018
- [j4]Nicholas J. H. Ho, Pooi-Mun Wong, Matthew Chua, Chee-Kong Chui:
Virtual reality training for assembly of hybrid medical devices. Multim. Tools Appl. 77(23): 30651-30682 (2018) - [c5]Qiwen Que, Ze Tang, Ruoshi Wang, Zeng Zeng, Jie Wang, Matthew Chua, Sin Gee Teo, Xulei Yang, Bharadwaj Veeravalli:
CardioXNet: Automated Detection for Cardiomegaly Based on Deep Learning. EMBC 2018: 612-615 - [c4]Shobhit Sandeep Jaipurkar, Jie Wang, Zeng Zeng, Sin Gee Teo, Bharadwaj Veeravalli, Matthew Chua:
Automated Classification Using End-to-End Deep Learning. EMBC 2018: 706-709 - 2017
- [j3]Nicholas J. H. Ho, Matthew Chua, Chee-Kong Chui:
Optimization of cell seeding in a 2D bio-scaffold system using computational models. Comput. Biol. Medicine 84: 98-113 (2017) - [j2]Matthew Chin Heng Chua, Raye Chen Hua Yeow:
Propulsion-Based Soft Robotic Actuation. Robotics 6(4): 34 (2017) - 2016
- [c3]Matthew Chin Heng Chua, Lim Jeong Hoon, Raye Chen Hua Yeow:
Design and evaluation of Rheumatoid Arthritis rehabilitative Device (RARD) for laterally bent fingers. BioRob 2016: 839-843 - [c2]Matthew Chin Heng Chua:
Design and development of an integrated health (i-health) monitoring watch. SII 2016: 296-300 - 2015
- [j1]Matthew Chua, Chee-Kong Chui, Constance Teo:
Computer aided design and experiment of a novel patient-specific carbon nanocomposite voice prosthesis. Comput. Aided Des. 59: 109-118 (2015) - 2013
- [c1]Matthew Chua, Chee-Kong Chui, Bina Rai, David Lau:
Development of a patient specific artificial tracheal prosthesis: Design, mechanical behavior analysis and manufacturing. EMBC 2013: 6236-6239
Coauthor Index
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