2 papers
cs.AI2025
End to End AI System for Surgical Gesture Sequence Recognition and Clinical Outcome Prediction
Xi Li, Nicholas Matsumoto, Ujjwal Pasupulety +11
Fine-grained analysis of intraoperative behavior and its impact on patient outcomes remain a longstanding challenge. We present Frame-to-Outcome (F2O), an end-to-end system that tr…
cs.CV2025
Prototype-Enhanced Confidence Modeling for Cross-Modal Medical Image-Report Retrieval
Shreyank N Gowda, Xiaobo Jin, Christian Wagner
In cross-modal retrieval tasks, such as image-to-report and report-to-image retrieval, accurately aligning medical images with relevant text reports is essential but challenging du…