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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Dec 2023 SERC Institute for Infocomm Research Predicting amyotrophic lateral sclerosis (ALS) progression with machine learning Muzammil Arif Din Abdul Jabbar, Ling Guo, Sonakshi Nag, Yang Guo, Zachary Simmons, Erik P. Pioro, Savitha Ramasamy, Crystal Jing Jing Yeo Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
5 Oct 2023 SERC Institute for Infocomm Research Describing and characterising variability in ALS disease progression Muzammil Arif Din Abdul Jabbar, Ling Guo, Yang Guo, Zachary Simmons, Erik P. Pioro, Savitha Ramasamy, Crystal Jing Jing Yeo Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
27 Apr 2022 SERC Institute for Infocomm Research Bayesian Continual Imputation and Prediction For Irregularly Sampled Time Series Data Yang Guo, Jeanette Wen Jun Poh, Cheryl Sze Yin Wong, Savitha Ramasamy ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
25 Jan 2021 SERC Institute for Infocomm Research A Vital Signs Telemonitoring Programme Improves the Dynamic Prediction of Readmission Risk in Patients with Heart Failure Fatemeh Fahimi, Yang Guo, Shao Chuen Tong, Angela Hwee Koon Ng, Sharon Yu Bing Ong, Bryan Choo, Weiling Huang, Sheldon Lee, Savitha Ramasamy, Wai Leng Chow, Hong Choon Oh, Pavitra Krishnaswamy 2020 American Medical Informatics Association (AMIA) Annual Symposium
22 Dec 2020 SERC Institute for Infocomm Research A Bayesian Approach for Continual Learning in Clinical Time Series Yang Guo, Cheryl Sze Yin Wong, Ramasamy Savitha NeurIPS Machine Learning for Health (ML4H) 2020
7 Feb 2020 SERC Institute for Infocomm Research Uncertainty Characterization for Predictive Analytics with Clinical Time Series Data Yang Guo, Zhengyuan Liu, Savitha Ramasamy, Pavitra Krishnaswamy 34th AAAI Conference on Artificial Intelligence (AAAI-20) W3PHIAI-20 Workshop
18 Nov 2019 SERC Institute for Infocomm Research Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series Yang Guo, Zhengyuan Liu, Pavitra Krishnswamy, Savitha Ramasamy Machine Learning for Health (ML4H) at NeurIPS 2019