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Machine learning for technical skill assessment in surgery: a systematic review

Abstract Accurate and objective performance assessment is essential for both trainees and certified surgeons. However, existing methods can be time consuming, labor intensive, and subject to bias. Machine learning (ML) has the potential to provide rapid, automated, and reproducible feedback without...

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Главные авторы: Kyle Lam, Junhong Chen, Zeyu Wang, Fahad M. Iqbal, Ara Darzi, Benny Lo, Sanjay Purkayastha, James M. Kinross
Формат: Artigo
Язык:Inglês
Опубликовано: Nature Portfolio 2022-03-01
Серии:npj Digital Medicine
Online-ссылка:https://doi.org/10.1038/s41746-022-00566-0
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