A ViT-LSTM spatiotemporal model detects surgical instrument handovers and classifies direction in videos, achieving F1 of 0.84 for detection and 0.72 mean F1 for direction on kidney transplant data.
Clip in medical imaging: A sur- vey.Medical image analysis, 102:103551
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Event-Level Detection of Surgical Instrument Handovers in Videos with Interpretable Vision Models
A ViT-LSTM spatiotemporal model detects surgical instrument handovers and classifies direction in videos, achieving F1 of 0.84 for detection and 0.72 mean F1 for direction on kidney transplant data.