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Key Themes
- Domain-specialized LLMs for ophthalmology (e.g., Ophtimus-V2-Tx)
- Noise-robust medical image analysis and quantification
- Reliable mapping from model outputs to clinical coding systems
- Evaluation frameworks for safety, robustness, and explainability
Selected Projects
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Ophtimus-V2-Tx:
An 8B-parameter ophthalmology LLM
trained on case reports and evaluated with CliBench-based coding.
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ERM Quantification:
Low-cost and fast SD-OCT based
epiretinal membrane detection and thickness quantification.