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Automation of surgical skill assessment using a three-stage machine learning algorithm

Surgical skills are associated with clinical outcomes. To improve surgical skills and thereby reduce adverse outcomes, continuous surgical training and feedback is required. Currently, assessment of surgical skills is a manual and time-consuming process which is prone to subjective interpretation. T...

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Detalles Bibliográficos
Autores principales: Lavanchy, Joël L., Zindel, Joel, Kirtac, Kadir, Twick, Isabell, Hosgor, Enes, Candinas, Daniel, Beldi, Guido
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7933408/
https://www.ncbi.nlm.nih.gov/pubmed/33664317
http://dx.doi.org/10.1038/s41598-021-84295-6