Analysis of Cataract Surgery Instrument Identification Performance of Convolutional and Recurrent Neural Network Ensembles Leveraging BigCat

PURPOSE: To develop a method for accurate automated real-time identification of instruments in cataract surgery videos. METHODS: Cataract surgery videos were collected at University of Michigan's Kellogg Eye Center between 2020 and 2021. Videos were annotated for the presence of instruments to...

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Detalles Bibliográficos
Autores principales: Matton, Nicholas, Qalieh, Adel, Zhang, Yibing, Annadanam, Anvesh, Thibodeau, Alexa, Li, Tingyang, Shankar, Anand, Armenti, Stephen, Mian, Shahzad I., Tannen, Bradford, Nallasamy, Nambi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976933/
https://www.ncbi.nlm.nih.gov/pubmed/35363261
http://dx.doi.org/10.1167/tvst.11.4.1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976933/
https://www.ncbi.nlm.nih.gov/pubmed/35363261
http://dx.doi.org/10.1167/tvst.11.4.1

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