Deepank Girish

PhD student, Nanyang Technological University

Joined

June 2024

Names

Deepank Girish (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Nanyang Technological University (ntu.edu.sg)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Jagath Rajapakse

2023 – Present

Expertise

Brain Imaging

Present

Explainable AI

Present

Biomarker Discovery

Present

Publications

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
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

Co-Authors