Scholar
Deval Mehta
Google Scholar ID: bbyetzcAAAAJ
Founding Member & Research Fellow at AIM for Health Lab | Monash University
Multi-modal AI for Healthcare
Foundation Models / LLMs
Health Equity and Responsible AI
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Citations & Impact
All-time
Citations
252
H-index
8
i10-index
8
Publications
20
Co-authors
18
list available
Publications
10 items
VIBE-Bench: Evaluating Personalized Large Language Models When Profiles Don't Mean Preferences
2026
Cited
0
A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning
2026
Cited
0
Clinically Aligned Geometry Constraints for Robust IVUS Vessel Boundary Segmentation
2026
Cited
0
NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis
2026
Cited
0
Neurosymbolic Framework for Concept-Driven Logical Reasoning in Skeleton-Based Human Action Recognition
2026
Cited
0
Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection
2025
Cited
0
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
2025
Cited
0
Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models
2025
Cited
0
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Co-authors
6 total
Zongyuan (Tony) Ge
Associate Prof | Director of AIM for Health Lab | NVIDIA AI Fellowship
Jeffrey L. Rogers
IBM Research
Kshitij Jadhav
IIT Bombay
Patrick Kwan
Monash Institute of Medical Engineering, Monash University, Melbourne, Australia
Sidong Liu
Australian Institute of Health Innovation, Macquarie University
Karin Verspoor
Executive Dean, School of Computing Technologies, RMIT University
