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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)
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)
1 Sep 2022 SERC Institute for Infocomm Research Evaluation of Generative Adversarial Networks for High-Resolution Synthetic Image Generation of Circumpapillary Optical Coherence Tomography Images for Glaucoma Ashish Jith Sreejith Kumar, Rachel S. Chong, Jonathan G. Crowston, Jacqueline Chua, Inna Bujor, Rahat Husain, Eranga N. Vithana, Michaël J. A. Girard, Daniel S. W. Ting, Ching-Yu Cheng, Tin Aung, Alina Popa-Cherecheanu, Leopold Schmetterer, Damon Wong JAMA Ophthalmology
26 Oct 2020 SERC Institute for Infocomm Research HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses Roshan Gopalakrishnan, Yansong Chua, Pengfei Sun, Ashish Jith Sreejith Kumar, Arindam Basu Frontiers in Neuroscience