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

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

Abstract 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 m...

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Bibliographic Details
Main Authors: Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
Format: Article
Language:English
Published: BMC 2023-05-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Surgery time
Cataract surgery
Long short-term memory
Online Access:https://doi.org/10.1186/s12911-023-02160-0

Internet

https://doi.org/10.1186/s12911-023-02160-0

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