Author

Hossein Fotouhi

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Open access Sep 2026

Design and Evaluation of a Source-Grounded Medical LLM for Clinical Decision Support and Patient Care in Trustworthy Diagnostic Systems

Combining retrieval grounding, parameter-efficient fine-tuning, and multi-layer safety evaluation provides a promising approach for clinician-supervised medical AI in Turkish.

Muhammad Jamil, A. Kavak, S. Omurca et al. · Diagnostics · 0 citations

Open access Jul 2026

A Confidence-Aware Hybrid Vision–Language Framework for Food Recognition and Nutritional Monitoring

A confidence-aware hybrid vision–language framework engineered for traditional Turkish food recognition and structured nutritional assessment that demonstrates localized plate detection, adaptive portion analysis, and structured nutrient tracking, providing a scalable design for consumer-facing digital nutrition platfo...

Furkan Göz, Muhammad Jamil, A. Kavak et al. · Nutrients · 0 citations