Author

Jing-Ru Ding

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Review Aug 2026

RESPClinBench: Benchmarking Multimodal Clinical Decision-Making and Longitudinal Disease Management in Respiratory Specialty Care

RESPClinBench identifies task-specific limitations in multimodal pulmonary nodule assessment and longitudinal COPD management by combining explicit clinical-action coverage, holistic evaluation, and independent safety flags provides a clinically grounded basis for model selection and prospective validation.

Mou-Xiao Bian, Zhi Chen, Ruiyao Chen et al. · 0 citations

Review 2026

MyoCardBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios

MyoCardBench is the largest real-world, multi-task benchmark developed specifically for LLM evaluation across the cardiovascular care continuum and provides the broadest coverage of clinically authentic cardiology scenarios reported to date.

Xiao Li, Mou-Xiao Bian, Zhao-Di Wu et al. · arXiv.org · 0 citations

Review Jul 2026

CardioBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios

CardioBench is the largest real-world, multi-task benchmark for LLM evaluation across the cardiovascular care continuum and offers the broadest coverage of clinically authentic cardiology scenarios reported to date.

Xiao Li, Mouxiao Bian, Zhaodi Wu et al. · 0 citations