Search results

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
29 Jul 2022 SERC Institute for Infocomm Research High-Resolution Digital Phenotypes From Consumer Wearables and Their Applications in Machine Learning of Cardiometabolic Risk Markers: Cohort Study Weizhuang Zhou, Yu En Chan, Chuan Sheng Foo, Jingxian Zhang, Jing Xian Teo, Sonia Davila, Weiting Huang, Jonathan Yap, Stuart Cook, Patrick Tan, Calvin Woon-Loong Chin, Khung Keong Yeo, Weng Khong Lim, Pavitra Krishnaswamy Journal of Medical Internet Research
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
12 May 2022 SERC Institute for Infocomm Research Decision-making Factors Toward the Adoption of Smart Home Sensors by Older Adults in Singapore: Mixed Methods Study Yuanyuan Cao, Mojisola Erdt, Caroline Robert, Nurhazimah Binte Naharudin, Shan Qi Lee, Yin-Leng Theng JMIR Aging
16 Apr 2022 SERC Institute of High Performance Computing  A novel coating method to reduce membrane infolding through pre-crimping of covered stents – Computational and experimental evaluation Chi Wei Ong, Gideon Praveen Kumar, Keping Zuo, Li Buay Koh, Christopher J. Charles, Pei Ho, Hwa Liang Leo, Fangsen Cui Computers in Biology and Medicine
26 Jan 2022 SERC Institute for Infocomm Research Shape and boundary-aware multi-branch model for semi-supervised medical image segmentation Xiaowei Liu, Yikun Hu, Jianguo Chen, Keqin Li Computers in Biology and Medicine
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