A new ESD bleeding-source dataset and a dual-stage detection-tracking framework report 96.85% onset, 70.24% source, and 96.11% tracking accuracy within defined tolerances.
Automated bleeding identification in surgical videos using deep learning
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BleedOrigin: Dynamic Bleeding Source Localization in Endoscopic Submucosal Dissection via Dual-Stage Detection and Tracking
A new ESD bleeding-source dataset and a dual-stage detection-tracking framework report 96.85% onset, 70.24% source, and 96.11% tracking accuracy within defined tolerances.