Deval Mehta
Scholar

Deval Mehta

Google Scholar ID: bbyetzcAAAAJ
Founding Member & Research Fellow at AIM for Health Lab | Monash University
Multi-modal AI for HealthcareFoundation Models / LLMsHealth 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
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No contact links provided.
Publications
9 items
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
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0
NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis
2026
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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
Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models
2025
Cited
0
Resume (English only)
Co-authors
18 total
Zongyuan (Tony) Ge
Zongyuan (Tony) Ge
Associate Prof | Director of AIM for Health Lab | NVIDIA AI Fellowship
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Jeffrey L. Rogers
Jeffrey L. Rogers
IBM Research