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Publication date Communities Collections Article title Author(s) Journal/Conference
7 Oct 2022 SERC Institute for Infocomm Research Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh Lecture Notes in Computer Science
15 Sep 2022 SERC Institute for Infocomm Research Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification Shafa Balaram, Cuong M. Nguyen, Ashraf Kassim, Pavitra Krishnaswamy Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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
27 Apr 2022 SERC Institute for Infocomm Research A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings Huijuan Yang, Aaron S. Coyner, Feri Guretno, Ivan Ho Mien, Chuan Sheng Foo, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Pavitra Krishnaswamy ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
28 Nov 2021 SERC Institute for Infocomm Research A Performance Monitoring Framework Implementation At A Public Hospital's Radiology Department To Regularly Evaluate Performance Metrics Of A Chest Radiograph AI Model Ivan Ho Mien, Feri Guretno, Oliver James Nickalls, Steven Wong Bak Siew, Lakshminarayanan Anantharaman, Pavitra Krishnaswamy RSNA Annual Meeting 2021
21 Sep 2021 SERC Institute for Infocomm Research Multimodal Multitask Deep Learning for X-Ray Image Retrieval Yang Yu, Peng Hu, Jie Lin, Pavitra Krishnaswamy Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
1 Aug 2021 SERC Institute for Infocomm Research Analyzing Code Embeddings for Coding Clinical Narratives Wei Shi, Jiewen Wu, Xiwen Yang, Nancy Chen, Ivan Mien Ho, Jung-jae Kim, Pavitra Krishnaswamy Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
1 Jul 2021 SERC Institute for Infocomm Research Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy Medical Image Analysis
1 Feb 2021 SERC Institute for Infocomm Research Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir Rajpoot IEEE Transactions on Medical Imaging
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