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Publication date Communities Collections Article title Author(s) Journal/Conference
1 Feb 2021 SERC Institute for Infocomm Research A Vital Signs Telemonitoring Programme Improves the Dynamic Prediction of Readmission Risk in Patients with Heart Failure (Pending publish) 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
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
8 Dec 2020 SERC Institute for Infocomm Research Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy Chen The 28th International Conference on Computational Linguistics (COLING 2020)
2 Oct 2020 SERC Institute for Infocomm Research Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection Xintong Li, Huijuan Yang, Zhiping Lin, Pavitra Krishnaswamy IMIMIC 2020, MIL3ID 2020, LABELS 2020: Interpretable and Annotation-Efficient Learning for Medical Image Computing
29 Sep 2020 SERC Institute for Infocomm Research Semi-supervised Classification of Diagnostic Radiographs with NoTeacher: A Teacher that is Not Mean Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chuan Sheng Foo, Pavitra Krishnaswamy International Conference on Medical Image Computing and Computer-Assisted Intervention
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
14 Dec 2019 SERC Institute for Infocomm Research CareNets: Efficient Homomorphic CNN for High Resolution Images Chao Jin, Ahmad Al Badawi, Balagopal Unnikrishnan, Jie Lin, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, Pavitra Krishnaswamy, Khin Mi Mi Aung Privacy in Machine Learning - NeurIPS 2019 Workshop
1 Dec 2019 SERC Institute for Infocomm Research Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding Jiewen Wu, Luis Fernando D'Haro, Nancy F. Chen, Pavitra Krishnaswamy, Rafael E. Banchs ASRU 2019 - IEEE Automatic Speech Recognition and Understanding Workshop
13 Oct 2019 SERC Institute for Infocomm Research Towards Practical Unsupervised Anomaly Detection on Retinal Images Khalil Ouardini Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo DART 2019, MIL3ID 2019: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
7 Jun 2019 SERC Institute for Infocomm Research Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring Wai Leng Chow, Nancy F. Chen, Zhengyuan Liu, Hazel Lim, Nur Farah Ain Binte Suhaimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee, Michael R. Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy