Papers citing 'EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos'

Title
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance Dominik Rivoir S. Bodenstedt Isabel Funke F. Bechtolsheim Marius Distler Jürgen Weitz Stefanie Speidel 188 25 0 01 Jul 2020
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation David Kügler Marc Uecker Arjan Kuijper Anirban Mukhopadhyay 69 2 0 26 Jun 2020
Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room Lena Maier-Hein M. Wagner T. Ross Annika Reinke S. Bodenstedt ... M. Apitz Annette Kopp-Schneider Stefanie Speidel H. Kenngott Beat P. Müller-Stich 109 91 0 07 May 2020
LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition Xueying Shi Yueming Jin Qi Dou Pheng-Ann Heng 75 23 0 21 Apr 2020
Desmoking laparoscopy surgery images using an image-to-image translation guided by an embedded dark channel Sebastián Salazar-Colores Hugo Moreno Jiménez C. Ortiz-Echeverri Gerardo Flores MedIm 57 23 0 19 Apr 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 139 199 0 24 Mar 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 134 39 0 10 Mar 2020
Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration Dominik Rivoir S. Bodenstedt F. Bechtolsheim Marius Distler Jürgen Weitz Stefanie Speidel 153 14 0 26 Feb 2020
Temporal Segmentation of Surgical Sub-tasks through Deep Learning with Multiple Data Sources Yidan Qin Sahba Aghajani Pedram Seyedshams Feyzabadi M. Allan A. J. McLeod J. W. Burdick M. Azizian 167 40 0 07 Feb 2020
Automatic Tip Detection of Surgical Instruments in Biportal Endoscopic Spine Surgery Sue Min Cho Young-Gon Kim Jinhoon Jeong Ho-jin Lee Namkug Kim 40 0 0 07 Nov 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Vercauteren Mathias Unberath N. Padoy Nassir Navab 141 118 0 20 Oct 2019
Weakly Supervised Recognition of Surgical Gestures Beatrice van Amsterdam H. Nakawala Elena De Momi Danail Stoyanov 85 26 0 25 Jul 2019
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video Yueming Jin Keyun Cheng Qi Dou Pheng-Ann Heng 110 122 0 18 Jul 2019
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Yueming Jin Huaxia Li Qi Dou Hao Chen J. Qin Chi-Wing Fu Pheng-Ann Heng 99 193 0 13 Jul 2019
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation Micha Pfeiffer Isabel Funke M. Robu S. Bodenstedt Leon Strenger ... Lena Maier-Hein C. Riediger T. Welsch Jürgen Weitz Stefanie Speidel MedIm 110 95 0 05 Jul 2019
Novel evaluation of surgical activity recognition models using task-based efficiency metrics Aneeq Zia Liheng Guo Linlin Zhou Irfan Essa A. Jarc 62 35 0 03 Jul 2019
CaDIS: Cataract Dataset for Image Segmentation Félix Fuentes-Hurtado Evangello Flouty A. Kadkhodamohammadi G. Quellec H. Taleb S. Barbarisi Imanol Luengo Danail Stoyanov 110 39 0 27 Jun 2019
LapTool-Net: A Contextual Detector of Surgical Tools in Laparoscopic Videos Based on Recurrent Convolutional Neural Networks Babak Namazi G. Sankaranarayanan V. Devarajan 46 13 0 22 May 2019
Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos S. S. Mondal R. Sathish Debdoot Sheet 85 17 0 20 May 2019
Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery? Congcong Wang Vivek Sharma Yu Fan F. A. Cheikh Azeddine Beghdadi O. J. Elle Rainer Stiefelhagen 35 3 0 27 Dec 2018
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos C. Nwoye Didier Mutter J. Marescaux N. Padoy 105 130 0 04 Dec 2018
Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition Tong Yu Didier Mutter J. Marescaux N. Padoy 122 48 0 30 Nov 2018
Future-State Predicting LSTM for Early Surgery Type Recognition Siddharth Kannan Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 89 32 0 28 Nov 2018
Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis S. Bodenstedt Dominik Rivoir L. Mündermann M. Wagner Michael Breucha Beat Müller-Stich S. T. Mees Jürgen Weitz Stefanie Speidel 107 45 0 08 Nov 2018
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach A. Lahiri V. Jain Arnab Kumar Mondal P. Biswas GAN MedIm 93 12 0 05 Sep 2018
Surgical Phase Recognition of Short Video Shots Based on Temporal Modeling of Deep Features Constantinos Loukas 55 14 0 20 Jul 2018
DeepPhase: Surgical Phase Recognition in CATARACTS Videos Odysseas Zisimopoulos Evangello Flouty Imanol Luengo Petros Giataganas J. Nehme Andre Chow Danail Stoyanov 84 122 0 17 Jul 2018
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis Isabel Funke Alexander C. Jenke S. T. Mees Jürgen Weitz Stefanie Speidel S. Bodenstedt 84 44 0 18 Jun 2018
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos Armine Vardazaryan Didier Mutter J. Marescaux N. Padoy 93 62 0 14 Jun 2018
Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks Moazzem Hossain Soichi Nishio T. Hiranaka Syoji Kobashi 59 5 0 06 Jun 2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning Aneeq Zia A. Hung Irfan Essa A. Jarc 91 50 0 01 Jun 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 104 73 0 22 May 2018
Multi-label Classification of Surgical Tools with Convolutional Neural Networks J. Prellberg Oliver Kramer 47 8 0 15 May 2018
Deep learning and its application to medical image segmentation H. Roth Chen Shen H. Oda M. Oda Y. Hayashi K. Misawa K. Mori MedIm SSeg 114 118 0 23 Mar 2018
Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks Amy Jin Serena Yeung J. Jopling J. Krause D. Azagury A. Milstein Li Fei-Fei 112 268 0 24 Feb 2018
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations A. P. Twinanda Gaurav Yengera Didier Mutter J. Marescaux N. Padoy MedIm 147 102 0 09 Feb 2018
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning T. Ross David Zimmerer A. Vemuri Hyunjin Park Manuel Wiesenfarth ... H. Kenngott Stefanie Speidel Annette Kopp-Schneider Klaus Maier-Hein Lena Maier-Hein MedIm SSL 116 132 0 27 Nov 2017
Knowledge transfer for surgical activity prediction O. Dergachyova X. Morandi Pierre Jannin MedIm 51 9 0 15 Nov 2017
Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition O. Dergachyova X. Morandi Pierre Jannin 33 0 0 15 Nov 2017
Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks Hassan Al Hajj M. Lamard Pierre-Henri Conze B. Cochener G. Quellec 88 3 0 04 Oct 2017
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools Luis C. Garcia-Peraza-Herrera Wenqi Li Lucas Fidon Caspar Gruijthuijsen A. Devreker ... Jan Deprest E. V. Poorten Danail Stoyanov Tom Vercauteren Sebastien Ourselin 98 133 0 25 Jun 2017
Learning-based Surgical Workflow Detection from Intra-Operative Signals R. Stauder Ergün Kayis Nassir Navab 51 10 0 02 Jun 2017
Progress Estimation and Phase Detection for Sequential Processes Xinyu Li Yanyi Zhang Jianyu Zhang Yueyang Chen Shuhong Chen Yue Gu Moliang Zhou Richard A. Farneth I. Marsic R. Burd 83 19 0 28 Feb 2017
Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment Aneeq Zia Yachna Sharma Vinay Bettadapura E. Sarin Irfan Essa 105 112 0 24 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 1.2K 11,259 0 19 Feb 2017
Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis S. Bodenstedt M. Wagner Darko Katic P. Mietkowski Benjamin F. B. Mayer H. Kenngott Beat Müller-Stich Rüdiger Dillmann Stefanie Speidel 104 37 0 13 Feb 2017
The TUM LapChole dataset for the M2CAI 2016 workflow challenge R. Stauder D. Ostler M. Kranzfelder S. Koller H. Feußner Nassir Navab 85 66 0 28 Oct 2016
Tool and Phase recognition using contextual CNN features Manish Sahu Anirban Mukhopadhyay A. Szengel S. Zachow 96 51 0 27 Oct 2016
Single- and Multi-Task Architectures for Tool Presence Detection Challenge at M2CAI 2016 A. P. Twinanda Didier Mutter J. Marescaux M. de Mathelin N. Padoy 80 24 0 27 Oct 2016
Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016 A. P. Twinanda Didier Mutter J. Marescaux M. de Mathelin N. Padoy 97 44 0 27 Oct 2016