Why the study?
Traditional surgical skill learning and assessment are subjective and time-consuming, creating a need for objective assessment methods.
Are Deep Neural Networks effective for automated and objective surgical skill assessment?
Are Deep Neural Networks effective for automated and objective surgical skill assessment?
Deep neural networks show promise as potent tools for the objective and automated assessment of surgical skills using kinematic and video data.
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Supports DNN integration into surgical training for objective feedback; reinforces Level 1 evidence for automated assessment.
Yanık et al. (2021) studied this question.
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