Yi Hao Chan

Postdoc, Nanyang Technological University

Joined

January 2021

Names

Yi Hao Chan (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

Personal Links

Career & Education History

Postdoc

Nanyang Technological University (ntu.edu.sg)

2024 – Present

PhD student

Nanyang Technological University (ntu.edu.sg)

2019 – 2023

Undergrad student

Nanyang Technological University (ntu.edu.sg)

2015 – 2019

Advisors, Relations & Conflicts

Coauthor

Sukrit Gupta

Present

Coauthor

Jing Xia

Present

PhD Advisor

Jagath C. Rajapakse

2019 – 2023

Expertise

Biomarker discovery

Present

Explainable AI

Present

Brain Imaging

Present

Multi-view Learning

Present

Temporal Graphs

Present

Publications

Disentangling shared and unique brain functional changes associated with clinical severity and cognitive phenotypes in schizophrenia via deep learning
Jing Xia, Yi Hao Chan, Sim Kang, Jagath C. Rajapakse
- OpenReview Archive Direct Upload
- Readers: Everyone
Discovering robust biomarkers of psychiatric disorders from resting-state functional MRI via graph neural networks: A systematic review
Yi Hao Chan, Deepank Girish, Sukrit Gupta, Jing Xia, Conghao Wang, Jagath C. Rajapakse
- OpenReview Archive Direct Upload
- Readers: Everyone
Foundation models for discovering robust biomarkers of neurological disorders from dynamic functional connectivity
Deepank Girish, Yi Hao Chan, Sukrit Gupta, Jing Xia, Jagath C. Rajapakse
- OpenReview Archive Direct Upload
- Readers: Everyone
Encoding and Decoding of Brain Dynamic Functional Connectivity for ADHD Diagnosis
Deepank Girish, Yi Hao Chan, Sukrit Gupta, Jing Xia, Jagath C. Rajapakse
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Brain Structure-Function Interactions via Modularity-Guided Attention-based Graph Neural Networks
Jing Xia, Yi Hao Chan, Deepank Girish, Conghao Wang, Jagath C. Rajapakse
- Information Fusion
- Readers: Everyone
Obtaining leaner deep neural networks for decoding brain functional connectome in a single shot
Sukrit Gupta, Yi Hao Chan, Jagath C. Rajapakse, Alzheimer's Disease Neuroimaging Initiative
- OpenReview Archive Direct Upload
- Readers: Everyone
Decoding Brain Structure and Gene Expression Interactions in Alzheimer's Disease Pathology
Amashi Niwarthana, Chockalingam Kasi, Yi Hao Chan, Conghao Wang, Jagath C. Rajapakse
- ICASSP 2025
- Readers: Everyone
Interpretable modality-specific and interactive graph convolutional network on brain functional and structural connectomes
Jing Xia, Yi Hao Chan, Deepank Girish, Jagath C. Rajapakse
- Medical Image Anal. 2025
- Readers: Everyone
Discovering robust biomarkers of psychiatric disorders from resting-state functional MRI via graph neural networks: A systematic review
Yi Hao Chan, Deepank Girish, Sukrit Gupta, Jing Xia, Chockalingam Kasi, Yinan He, Conghao Wang, Jagath C. Rajapakse
- NeuroImage 2025
- Readers: Everyone
Robustness of explainable AI algorithms for disease biomarker discovery from functional connectivity datasets
Deepank Girish, Yi Hao Chan, Sukrit Gupta, Jing Xia, Jagath Rajapakse
- IEEE BHI'24
- Readers: Everyone

View all 21 publications

Yi Hao Chan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors