Min-Gyu Kim

Ajou University School of Medicine

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Jungwoo Oh (1)Hyunseung Chung (1)Junhee Lee (1)Hangyul Yoon (1)

Papers (1)

Mar 15, 2026

2d ago·also Ajou University School of Medicine, Yonsei

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation

Despite possessing relevant medical knowledge, current MLLMs fail spectacularly at ECG interpretation because they can't link diagnostic criteria to visual features, achieving only 6% accuracy in multi-step reasoning.

Jungwoo Oh, Hyunseung Chung, Junhee Lee +6

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

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Min-Gyu Kim

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)