Laparoscopic Cholecystectomy. StatPearls, January 2021. [PUMA: learning] URL
Imagenet: A large-scale hierarchical image database. 2009 IEEE conference on computer vision and pattern recognition, 248--255, 2009. [PUMA: imagenet learning]
Active Learning. Active Learning, Morgan and Claypool Publishers, 2012. [PUMA: dblp learning]
The TUM LapChole dataset for the M2CAI 2016 workflow challenge. CoRR, 2016. [PUMA: challenge learning m2cai phase surgery] URL
Cataract-101: video dataset of 101 cataract surgeries. Proceedings of the 9th ACM Multimedia Systems Conference, 2018. [PUMA: cataract learning phase surgery]
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos. 2016. [PUMA: architecture cholec80 deep laparoscopic learning videos] URL
CataNet: Predicting remaining cataract surgery duration. MICCAI 2021, 2021. [PUMA: cataract duration learning machine prediction surgery] URL
Machine Learning for Surgical Phase Recognition. Annals of Surgery, (273)4:684--693, Ovid Technologies (Wolters Kluwer Health), November 2020. [PUMA: Learning Machine Phase Recognition Surgical] URL