CineMR: Tool-Integrated Vision-Language Reasoning for Quantitative Cardiac MRI Assessment
CineMR is presented, a tool-augmented VLM that invokes cardiac image-analysis tools and integrates their outputs into interleaved reasoning for quantitative CMR assessment and a multi-cohort visual question answering benchmark covering quantitative metric extraction, multiclass diagnosis, and differential diagnosis.
Kun-Yang Li, H. Nguyen, Joshua Lowe et al.
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