7 citations · 20 across the 10 of their papers we have counts for
3 papers · 1 filter
DeepLens Diagnosis Agent: Agentic Workflow Design Lets a Small Reasoning Model Compete with Frontier LLMs
Mahmood Bayeshi, Veysel Kocaman, Muhammed Ali Naqvi +2
Medical diagnosis is a multi-stage process: extract facts, consult knowledge, generate a differential analysis, and select the best diagnosis with explanations. Frontier LLMs are s…
A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models
Andrei Marian Feier, Veysel Kocaman, Yigit Gul +6
Large language models (LLMs) are increasingly deployed across healthcare, yet existing benchmarks fail to capture model behavior under adversarial or ethically complex conditions c…
Specialty-Specific Medical Language Model for Immune-Mediated Diseases
Veysel Kocaman, Gursev Pirge, Yigit Gul +3
Extracting detailed clinical information from free-text medical narratives remains a practical challenge for researchers and healthcare systems. Terminology for immune-mediated and…