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Feb, 2016
EndoNet: 深度网络结构用于腹腔镜视频识别任务
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
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Andru P. Twinanda, Sherif Shehata, Didier Mutter, Jacques Marescaux, Michel de Mathelin...
TL;DR
本研究提出了一种新的方法,使用卷积神经网络从胆囊切除术视频中自动学习特征,以完成手术阶段识别和工具存在检测等多任务学习,该方法取得了最好的效果。
Abstract
surgical workflow recognition
has numerous potential medical applications, such as the automatic indexing of surgical video databases and the optimization of real-time OR scheduling, among others. As a result,
phase rec
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