PhacoTrainer: Deep Learning for Cataract Surgical Videos to Track Surgical Tools

PURPOSE: The purpose of this study was to build a deep-learning model that automatically analyzes cataract surgical videos for the locations of surgical landmarks, and to derive skill-related motion metrics. METHODS: The locations of the pupil, limbus, and 8 classes of surgical instruments were iden...

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Detalles Bibliográficos
Autores principales: Yeh, Hsu-Hang, Jain, Anjal M., Fox, Olivia, Sebov, Kostya, Wang, Sophia Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2023
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10050900/
https://www.ncbi.nlm.nih.gov/pubmed/36947046
http://dx.doi.org/10.1167/tvst.12.3.23

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10050900/
https://www.ncbi.nlm.nih.gov/pubmed/36947046
http://dx.doi.org/10.1167/tvst.12.3.23

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