作者位次 #4/9ACL 2026Findings· Findings of ACL
E cho MLLM : Incentivizing Echocardiographic Video Understanding with Keyframe Grounding and Report Generation
Heyu Huang · Wanran Sun · Chi Chen · Bo Chen · Zonghao Guo · Yuhua Li · Ruixuan Li · Kunlun He · Maosong Sun
摘要
Echocardiography analysis demands a dual capability: rigorous quantitative keyframe localization for evidence verification and comprehensive qualitative synthesis for diagnostic reporting. However, current Multi-Modal Large Language Models (MLLMs) struggle to meet these clinical requirements due...