Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques

IMPORTANCE: Competence in cataract surgery is a public health necessity, and videos of cataract surgery are routinely available to educators and trainees but currently are of limited use in training. Machine learning and deep learning techniques can yield tools that efficiently segment videos of cat...

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Detalhes bibliográficos
Publicado no:JAMA Netw Open
Main Authors: Yu, Felix, Silva Croso, Gianluca, Kim, Tae Soo, Song, Ziang, Parker, Felix, Hager, Gregory D., Reiter, Austin, Vedula, S. Swaroop, Ali, Haider, Sikder, Shameema
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Association 2019
Assuntos:
Original Investigation
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6450320/
https://ncbi.nlm.nih.gov/pubmed/30951163
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamanetworkopen.2019.1860
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