Multi-Modal Deep Learning for Assessing Surgeon Technical Skill

This paper introduces a new dataset of a surgical knot-tying task, and a multi-modal deep learning model that achieves comparable performance to expert human raters on this skill assessment task. Seventy-two surgical trainees and faculty were recruited for the knot-tying task, and were recorded usin...

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Detalles Bibliográficos
Autores principales: Kasa, Kevin, Burns, David, Goldenberg, Mitchell G., Selim, Omar, Whyne, Cari, Hardisty, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571767/
https://www.ncbi.nlm.nih.gov/pubmed/36236424
http://dx.doi.org/10.3390/s22197328

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571767/
https://www.ncbi.nlm.nih.gov/pubmed/36236424
http://dx.doi.org/10.3390/s22197328

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