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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
The Association for Research in Vision and Ophthalmology
2023
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| Materias: | |
| 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 |