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EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

9 February 2016

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

50 / 160 papers shown

Title
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy 75 69 0 24 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 117 97 0 29 Jan 2021
Surgical Data Science -- from Concepts toward Clinical Translation Lena Maier-Hein Matthias Eisenmann Duygu Sarikaya Keno Marz Toby Collins ... D. Teber F. Uckert Beat P. Müller-Stich Pierre Jannin Stefanie Speidel AI4CE 86 231 0 30 Oct 2020
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking Luis C. Garcia-Peraza-Herrera Wenqi Li Caspar Gruijthuijsen A. Devreker G. Attilakos Jan Deprest E. V. Poorten Danail Stoyanov Tom Vercauteren Sébastien Ourselin 59 107 0 07 Sep 2020
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows Yutong Ban Guy Rosman Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 81 19 0 01 Sep 2020
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection Duygu Sarikaya Jason J. Corso K. Guru 61 203 0 29 Jul 2020
Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation Manish Sahu Ronja Strömsdörfer Anirban Mukhopadhyay S. Zachow 110 35 0 22 Jul 2020
Symmetric Dilated Convolution for Surgical Gesture Recognition Jinglu Zhang Y. Nie Yao Lyu Hailin Li Jian Chang Xiaosong Yang Jiangning Zhang MedIm 125 22 0 13 Jul 2020
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation Cristina González Laura Bravo-Sánchez Pablo Arbeláez 87 81 0 10 Jul 2020
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets C. Nwoye Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 77 82 0 10 Jul 2020
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 140 25 0 01 Jul 2020
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation David Kügler Marc Uecker Arjan Kuijper Anirban Mukhopadhyay 51 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 105 85 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 51 19 0 21 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 91 186 0 24 Mar 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 96 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 123 14 0 26 Feb 2020
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Vercauteren Mathias Unberath N. Padoy Nassir Navab 114 112 0 20 Oct 2019
Weakly Supervised Recognition of Surgical Gestures Beatrice van Amsterdam H. Nakawala Elena De Momi Danail Stoyanov 76 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 92 120 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 74 178 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 86 92 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 42 34 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 86 38 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 39 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 75 18 0 20 May 2019
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos C. Nwoye Didier Mutter J. Marescaux N. Padoy 90 123 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 82 48 0 30 Nov 2018
Future-State Predicting LSTM for Early Surgery Type Recognition Siddharth Kannan Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 55 31 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 82 45 0 08 Nov 2018
Surgical Phase Recognition of Short Video Shots Based on Temporal Modeling of Deep Features Constantinos Loukas 37 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 64 118 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 57 44 0 18 Jun 2018
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos Armine Vardazaryan Didier Mutter J. Marescaux N. Padoy 73 60 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 30 5 0 06 Jun 2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning Aneeq Zia A. Hung Irfan Essa A. Jarc 50 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 86 72 0 22 May 2018
Multi-label Classification of Surgical Tools with Convolutional Neural Networks J. Prellberg Oliver Kramer 24 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 85 116 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 74 260 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 123 100 0 09 Feb 2018
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning T. Ross David Zimmerer A. Vemuri Fabian Isensee Manuel Wiesenfarth ... H. Kenngott Stefanie Speidel Annette Kopp-Schneider Klaus Maier-Hein Lena Maier-Hein MedIm SSL 93 132 0 27 Nov 2017
Knowledge transfer for surgical activity prediction O. Dergachyova X. Morandi Pierre Jannin MedIm 39 9 0 15 Nov 2017
Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition O. Dergachyova X. Morandi Pierre Jannin 19 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 68 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 71 130 0 25 Jun 2017
Learning-based Surgical Workflow Detection from Intra-Operative Signals R. Stauder Ergün Kayis Nassir Navab 34 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 67 18 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 66 109 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 738 10,864 0 19 Feb 2017