Continuous monitoring of surgical bimanual expertise using deep neural networks in virtual reality simulation

In procedural-based medicine, the technical ability can be a critical determinant of patient outcomes. Psychomotor performance occurs in real-time, hence a continuous assessment is necessary to provide action-oriented feedback and error avoidance guidance. We outline a deep learning application, the...

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Detalles Bibliográficos
Autores principales: Yilmaz, Recai, Winkler-Schwartz, Alexander, Mirchi, Nykan, Reich, Aiden, Christie, Sommer, Tran, Dan Huy, Ledwos, Nicole, Fazlollahi, Ali M., Santaguida, Carlo, Sabbagh, Abdulrahman J., Bajunaid, Khalid, Del Maestro, Rolando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9042967/
https://www.ncbi.nlm.nih.gov/pubmed/35473961
http://dx.doi.org/10.1038/s41746-022-00596-8

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