A real-time spatiotemporal AI model analyzes skill in open surgical videos

Abstract excerpt

<title>Abstract</title> <p>Open procedures represent the dominant form of surgery worldwide. Artificial intelligence (AI) has the potential to optimize surgical practice and improve patient outcomes, but efforts have focused primarily on minimally invasive techniques. Our work overcomes existing data limitations for training AI models by curating, from YouTube, the largest dataset of open surgical videos to date:...

Topics

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• Colorectal Cancer Surgical Treatments
• Deep Learning
• Macaca fascicularis
• Mutation
• Phenotype
• Radiomics and Machine Learning in Medical Imaging
• Skeleton

Identifiers and source

Literature Corpus work

aeaf6a53-2cc0-5420-a8c7-59433f12eeeb

DOI

10.21203/rs.3.rs-1129461/v1