The OSS Challenge provides benchmarks showing spatiotemporal video models excel at open suturing skill classification and OSATS scoring but struggle with keypoint tracking under occlusion.
Surgical skill and complication rates after bariatric surgery
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CV 2verdicts
ACCEPT 2representative citing papers
Endoshare is a publicly released surgeon-friendly tool for merging, standardizing, and de-identifying endoscopic videos, validated with high usability scores from internal and external clinician surveys plus performance tests across hardware.
citing papers explorer
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OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025
The OSS Challenge provides benchmarks showing spatiotemporal video models excel at open suturing skill classification and OSATS scoring but struggle with keypoint tracking under occlusion.
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Endoshare: A Publicly Available, Surgeons-Friendly Solution to De-Identify and Manage Surgical Videos
Endoshare is a publicly released surgeon-friendly tool for merging, standardizing, and de-identifying endoscopic videos, validated with high usability scores from internal and external clinician surveys plus performance tests across hardware.