Computer vision in surgery

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 1.6K citations

Computing, Computer Science, Computer Vision +16

EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

Andru Putra Twinanda, Sherif Shehata, Didier Mutter et al. · IEEE Transactions on Medical Imaging · 2016 · 1K citations · Full text

Computing, Computer Science, Surgery +10

SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network

Yueming Jin, Qi Dou, Hao Chen et al. · IEEE Transactions on Medical Imaging · 2017 · 318 citations

Computing, Computer Science, Surgery +16

Computer Vision Analysis of Intraoperative Video

Daniel A. Hashimoto, Guy Rosman, Elan R. Witkowski et al. · Annals of Surgery · 2019 · 291 citations · Full text

Computing, Computer Science, Surgery +17