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Publication date Communities Collections Article title Author(s) Journal/Conference
1 Jul 2024 SERC Institute for Infocomm Research Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation (Pending publish) Zhengyuan Liu, Siti Salleh, Pavitra Krishnaswamy, Nancy Chen Clinical NLP @NAACL 2024
10 Dec 2023 SERC Institute for Infocomm Research Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations Zhengyuan Liu, Siti Umairah Md Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy Chen Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track
23 Nov 2023 SERC Institute for Infocomm Research A Semi-Supervised Active Learning Guided Platform for Efficient Medical Image Annotation Shafa Balaram, Ashish Jith Sreejith Kumar, Yang Yu, Feri Guretno, Balagopal Unnikrishnan, Navya Sindhu Vanjavaka, Nurul Hafidzah Rahim, Ivan Ho Mien, Ashraf A. Kassim, Pavitra Krishnaswamy AI Health Summit conference (2023)
7 Oct 2023 SERC Institute for Infocomm Research A Multitask Framework for Label Refinement and Lesion Segmentation in Clinical Brain Imaging Yang Yu, Jiahao Wang, Ashish Jith Sreejith Kumar, Bryan Tan, Navya Vanjavaka, Nurul Hafidzah Rahim, Alistair Koh, Shaheen Low, Yih Yian Sitoh, Hanry Yu, Pavitra Krishnaswamy, Ivan Ho Mien Medical Image Learning with Limited and Noisy Data
5 Aug 2023 SERC Institute for Infocomm Research Integrated Platform for Resource-efficient Medical Image Annotation Yang Yu, Ashish Jith Sreejith Kumar, Feri Guretno, Shafa Balaram, Balagopal Unnikrishnan, Pavitra Krishnaswamy, Ivan Ho Mien International Conference on AI in Medicine (iAIM)
4 Aug 2023 SERC Institute for Infocomm Research Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications Mila Nambiar, Supriyo Ghosh, Priscilla Ong, Yu En Chan, Yong Mong Bee, Pavitra Krishnaswamy Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
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)