Validation study demonstrates reliable machine learning-based skill scoring and positive user feedback in simulation participants, suggesting potential to accelerate laparoscopic training.
Our real-time feedback system was viewed favorably by the participants, and the ML algorithm was a reliable method, especially the predicted GOALS score. This system could facilitate objective performance assessment, enhance simulation-based training efficacy, and potentially accelerate surgical skill acquisition.
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Ebina et al. (2025) studied this question.
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