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Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memory

PURPOSE: Estimating the surgery length has the potential to be utilized as skill assessment, surgical training, or efficient surgical facility utilization especially if it is done in real-time as a remaining surgery duration (RSD). Surgical length reflects a certain level of efficiency and mastery o...

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Detalles Bibliográficos
Autores principales: Wang, Bowen, Li, Liangzhi, Nakashima, Yuta, Kawasaki, Ryo, Nagahara, Hajime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161556/
https://www.ncbi.nlm.nih.gov/pubmed/37143041
http://dx.doi.org/10.1186/s12911-023-02160-0