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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)
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)
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
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
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