Learning from a tiny dataset of manual annotations: a teacher/student
approach for surgical phase recognition

Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition

30 November 2018

Papers citing "Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition"

11 / 11 papers shown

Title
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness Idris Hamoud Alexandros Karargyris Aidean Sharghi Omid Mohareri N. Padoy SSL 33 1 0 07 Jul 2024
Robust Surgical Phase Recognition From Annotation Efficient Supervision Or Rubin S. Laufer 24 0 0 26 Jun 2024
Self-distillation for surgical action recognition Amine Yamlahi T. Tran Patrick Godau Melanie Schellenberg Dominik Michael ... T. Adler M. Tizabi C. Nwoye N. Padoy Lena Maier-Hein 38 7 0 22 Mar 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 32 17 0 13 Feb 2023
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition C. Nwoye Deepak Alapatt Tong Yu Armine Vardazaryan Fangfang Xia ... Didier Mutter Pietro Mascagni B. Seeliger Cristians Gonzalez N. Padoy 25 50 0 10 Apr 2022
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 11 8 0 18 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 40 91 0 29 Jan 2021
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 45 2 0 28 Sep 2020
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks Tobias Czempiel Magdalini Paschali Matthias Keicher Walter Simson H. Feußner S. T. Kim Nassir Navab 20 176 0 24 Mar 2020
Automated Surgical Activity Recognition with One Labeled Sequence R. DiPietro Gregory Hager 29 18 0 20 Jul 2019
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 840 0 09 Feb 2016