Deep Learning Analysis of Surgical Video Recordings to Assess Nontechnical Skills
Rayan Ebnali Harari,
Roger D. Dias,
Lauren R. Kennedy-Metz
et al.
Abstract:ImportanceAssessing nontechnical skills in operating rooms (ORs) is crucial for enhancing surgical performance and patient safety. However, automated and real-time evaluation of these skills remains challenging.ObjectiveTo explore the feasibility of using motion features extracted from surgical video recordings to automatically assess nontechnical skills during cardiac surgical procedures.Design, Setting, and ParticipantsThis cross-sectional study used video recordings of cardiac surgical procedures at a terti… Show more
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