2 papers
cs.AI2026
Evidence-Grounded Subspecialty Reasoning: Evaluating a Curated Clinical Intelligence Layer on the 2025 Endocrinology Board-Style Examination
Amir Hosseinian, MohammadReza Zare Shahneh, Umer Mansoor +3
Background: Large language models have demonstrated strong performance on general medical examinations, but subspecialty clinical reasoning remains challenging due to rapidly evolv…
cs.CV2025
January Food Benchmark (JFB): A Public Benchmark Dataset and Evaluation Suite for Multimodal Food Analysis
Amir Hosseinian, Ashkan Dehghani Zahedani, Umer Mansoor +2
Progress in AI for automated nutritional analysis is critically hampered by the lack of standardized evaluation methodologies and high-quality, real-world benchmark datasets. To ad…