| Multi-modal graph neural network for early diagnosis of Alzheimer's disease from sMRI and PET scans Y Zhang, X He, YH Chan, Q Teng, JC Rajapakse Computers in Biology and Medicine 164, 107328, 2023 | 26 | 2023 |
| Combining neuroimaging and omics datasets for disease classification using graph neural networks YH Chan, C Wang, WK Soh, JC Rajapakse Frontiers in Neuroscience 16, 866666, 2022 | 25 | 2022 |
| Obtaining leaner deep neural networks for decoding brain functional connectome in a single shot S Gupta, YH Chan, JC Rajapakse, ... Neurocomputing 453, 326-336, 2021 | 21 | 2021 |
| Decoding brain functional connectivity implicated in AD and MCI S Gupta, YH Chan, JC Rajapakse, ... International conference on medical image computing and computer-assisted …, 2019 | 19 | 2019 |
| Augmenting product defect surveillance through web crawling and machine learning in Singapore PS Ang, DCH Teo, SR Dorajoo, M Prem Kumar, YH Chan, CT Choong, ... Drug safety 44 (9), 939-948, 2021 | 15 | 2021 |
| Semi-supervised learning with data harmonisation for biomarker discovery from resting state fMRI YH Chan, WC Yew, JC Rajapakse International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 9 | 2022 |
| Elucidating salient site-specific functional connectivity features and site-invariant biomarkers in schizophrenia via deep neural networks YH Chan, WC Yew, QH Chew, K Sim, JC Rajapakse Scientific Reports 13 (1), 21047, 2023 | 5 | 2023 |
| Decoding task states by spotting salient patterns at time points and brain regions YH Chan, S Gupta, LLC Kasun, JC Rajapakse Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro …, 2020 | 5 | 2020 |
| Two-stage approach to intracranial hemorrhage segmentation from head CT images JC Rajapakse, CH How, YH Chan, LCP Hao, A Padhi, V Adrakatti, I Khan, ... IEEE Access, 2024 | 3 | 2024 |
| Subtype-specific biomarkers of Alzheimer’s disease from anatomical and functional connectomes via graph neural networks YH Chan, JL Ang, S Gupta, Y He, JC Rajapakse ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Robustness of explainable AI algorithms for disease biomarker discovery from functional connectivity datasets D Girish, YH Chan, S Gupta, J Xia, J Rajapakse IEEE-EMBS International Conference on Biomedical and Health Informatics, 2024 | 2 | 2024 |
| Discovering robust biomarkers of neurological disorders from functional MRI using graph neural networks: A Review Y Hao Chan, D Girish, S Gupta, J Xia, C Kasi, Y He, C Wang, ... arXiv e-prints, arXiv: 2405.00577, 2024 | 1 | 2024 |
| Predicting gender from structural and functional connectomes via brain and population graph neural networks Y He, YH Chan, JC Rajapakse bioRxiv, 2023.11. 01.565175, 2023 | 1 | 2023 |
| Decoding Brain Structure and Gene Expression Interactions in Alzheimer’s Disease Pathology A Niwarthana, C Kasi, YH Chan, C Wang, JC Rajapakse ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025 | | 2025 |
| Interpretable modality-specific and interactive graph convolutional network on brain functional and structural connectomes J Xia, YH Chan, D Girish, JC Rajapakse Medical Image Analysis, 103509, 2025 | | 2025 |
| Method and System for Brain Tissue Segmentation from CT Scans JC Rajapakse, GUO Mukun, WK Soh, YH Chan, LL Chan US Patent App. 18/712,094, 2025 | | 2025 |
| SYSTEM AND METHOD FOR SEGMENTING MEDICAL IMAGES JC Rajapakse, A Padhi, V Adrakatti, CH How, YH Chan, IRA Khan, ... US Patent App. 18/665,536, 2024 | | 2024 |
| IMG-GCN: Interpretable Modularity-Guided Structure-Function Interactions Learning for Brain Cognition and Disorder Analysis J Xia, YH Chan, D Girish, JC Rajapakse International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| Brain Structure-Function Interaction Network for Fluid Cognition Prediction J Xia, YH Chan, D Girish, JC Rajapakse ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| Encoding and decoding multimodal brain images for disease biomarker discovery YH Chan Nanyang Technological University, 2023 | | 2023 |
Jagath Rajapakse, PhD, FIEEEProfessor of Data Science; College of Computing and Data Science; Nanyang Technological UniversityEmail verificata su ntu.edu.sg