Better Eyes, Better Thoughts: Why Vision Chain-of-Thought Fails in Medicine
Published in arXiv preprint, 2026
An analysis of why vision chain-of-thought often fails in medical settings and what this reveals about multimodal medical reasoning.
Publications
You can also find my articles on my Google Scholar profile.
Preprints & Manuscripts
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained Reflection
Published in arXiv preprint, 2025
A self-corrected fine-grained reflection framework for improving the reliability of medical reasoning.
Conference Papers
Hyperbolic Relational Prompts for Intersectional Fairness in Medical VLMs
Published in CVPR 2026 (Accept, Highlight), 2026
A study of intersectional fairness in medical VLMs through relational prompting and representation design.
QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model
Published in IJCNN 2026, 2025
A Tree-of-Thought style reasoning framework designed for quantized medical language models under resource constraints.