Tianli Zhao

Agentic echocardiography report structuring for cardiovascular prediction and disease association discovery

Noisy echocardiography reports limit data-driven cardiovascular research because measurements that matter for downstream modelling remain in scanned images, multilingual narratives or semi-structured tables. This study presents an end-to-end agentic pipeline that takes such repor...