Developing Surgical Skill Level Classification Model Using Visual Metrics and a Gradient Boosting Algorithm

OBJECTIVE: Assessment of surgical skills is crucial for improving training standards and ensuring the quality of primary care. This study aimed to develop a gradient-boosting classification model to classify surgical expertise into inexperienced, competent, and experienced levels in robot-assisted s...

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Detalles Bibliográficos
Autores principales: Shafiei, Somayeh B., Shadpour, Saeed, Mohler, James L., Attwood, Kristopher, Liu, Qian, Gutierrez, Camille, Toussi, Mehdi Seilanian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health, Inc. 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10249659/
https://www.ncbi.nlm.nih.gov/pubmed/37305561
http://dx.doi.org/10.1097/AS9.0000000000000292

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10249659/
https://www.ncbi.nlm.nih.gov/pubmed/37305561
http://dx.doi.org/10.1097/AS9.0000000000000292

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