Why the study?
Deep machine learning models were evaluated as an initial step toward creating a feedback mechanism to help surgeons learn from surgical video clips and refine their skills.
Deep machine learning models can identify associations in surgical video clips, representing an initial step toward automated feedback mechanisms for surgeons.
Supports feasibility of AI video analysis in surgery; leaves open translation to improved performance or outcomes.
The proposed models and the accompanying results illustrate that deep machine learning can identify associations in surgical video clips. These are the first steps to creating a feedback mechanism for surgeons that would allow them to learn from their experiences and refine their skills.
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Khalid et al. (2020) studied this question.
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