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Kanae Fukutsu

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#small language model Open access Oct 2026

A clinical multimodal vision language foundation model with fine-grain explainability.

EVLF-FM is introduced, a multimodal vision language foundation model that combines broad diagnostic capabilities with fine-grained explainability and a hybrid training strategy combining supervised and visual reinforcement fine-tuning enables EVLF-FM to generate clinically interpretable explanations aligned with visual...

Yang Bai, Hao-Ran Cheng, Yang Zhou et al. · 0 citations
Open access Aug 2026

Macular Choriocapillaris and Retinal Microvascular Alterations Across the Prediabetes–Early Type 2 Diabetes Continuum

Macular microvascular impairment begins in prediabetes, and among OCTA metrics, choriocapillaris FD density showed the strongest discriminatory ability and was the most influential feature in SHAP analysis, suggesting greater sensitivity of choriocapillaris metrics for monitoring early metabolic disease.

Fang Zheng, Yueheng Hong, Jacqueline Chua et al. · 0 citations
Open access Jul 2026

The temporal changes in GPT-4 performance on UKMLA practice questions: educational and clinical implications

GPT-4’s performance on the UKMLA improved significantly over 18 months, suggesting that iterative vendor-side model updates enhance clinical reasoning capabilities, and may serve as a supplementary educational tool for medical students and clinicians.

Ravanth Baskaran, Sai Sirikonda, Aditya Singh et al. · 0 citations

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