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25 May 2026 SERC Institute for Infocomm Research Consistency-based Semi-supervised Evidential Active Learning Framework for Robust Classification of Radiology Images Shafa Balaram, Manh Cuong Nguyen, Yang Yu, Ivan Ho Mien, Huijuan Yang, Navya Sindhu Vanjavaka, Nurul Hafidzah Rahim, Alistair Giap Chuan Koh, Shaheen Low, Ashish Jith Sreejith Kumar, Feri Guretno, Yih Yian Sitoh, Ashraf Kassim, Pavitra Krishnaswamy IEEE Journal of Biomedical and Health Informatics
3 Dec 2025 SERC Institute for Infocomm Research Contra-Discriminative GAN-based Anomaly Detection Framework for Medical Images Tianze Yu, Huijuan Yang, Zhiping Lin, Ivan Ho Mien, Navya Vanjavaka, Nurul Hafidzah Rahim, Yih Yian Sitoh, Pavitra Krishnaswamy 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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