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Publication date Communities Collections Article title Author(s) Journal/Conference
22 Dec 2023 BMRC Singapore Institute for Clinical Sciences Unsupervised machine learning to investigate trajectory patterns of COVID-19 symptoms and physical activity measured via the MyHeart Counts App and smart devices Varsha Gupta, Sokratis Kariotis, Mohammed D. Rajab, Niamh Errington, Elham Alhathli, Emmanuel Jammeh, Martin Brook, Naomi Meardon, Paul Collini, Joby Cole, Jim M. Wild, Steven Hershman, Ali Javed, A. A. Roger Thompson, Thushan de Silva, Euan A. Ashley, Dennis Wang, Allan Lawrie npj Digital Medicine
15 Sep 2023 SERC Institute for Infocomm Research ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu IEEE Journal of Biomedical and Health Informatics
8 May 2023 SERC Institute for Infocomm Research Federated Semi-Supervised Learning for Medical Image Segmentation via Pseudo-Label Denoising Liang Qiu, Jierong Cheng, Huxin Gao, Wei Xiong, Hongliang Ren IEEE Journal of Biomedical and Health Informatics
19 Jan 2023 SERC Institute of High Performance Computing  SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation Tao Lei, Rui Sun, Xiaogang Du, Huazhu Fu, Changqing Zhang, Asoke K. Nandi IEEE Journal of Biomedical and Health Informatics
20 Jun 2022 SERC Institute for Infocomm Research CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce KH Chow, Xiaoli Li IEEE Journal of Biomedical and Health Informatics
1 Dec 2021 BMRC Bioinformatics Institute Automated interpretation of systolic and diastolic function on the echocardiogram: a multicohort study Jasper Tromp, Paul J Seekings, Chung-Lieh Hung, Mathias Bøtcher Iversen, Matthew James Frost, Wouter Ouwerkerk, Zhubo Jiang, Frank Eisenhaber, Rick S M Goh, Heng Zhao, Weimin Huang, Lieng-Hsi Ling, David Sim, Patrick Cozzone, A Mark Richards, Hwee Kuan Lee, Scott D Solomon, Carolyn S P Lam, Justin A Ezekowitz The Lancet Digital Health
18 Aug 2021 SERC Institute for Infocomm Research Characterising Alzheimer‘s Disease with EEG-based Energy Landscape Analysis Dominik Klepl, Fei He, Min Wu, Matteo De Marco, Daniel Blackburn, Ptolemaios Georgios Sarrigiannis IEEE Journal of Biomedical and Health Informatics