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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 / 320 papers shown

Title
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognitionInternational Conference on Medical Imaging with Deep Learning (MIDL), 2021 Daniel Neimark Omri Bar Maya Zohar Gregory Hager Dotan Asselmann 88 15 0 24 Feb 2021
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass ProceduresInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021 Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy 110 84 0 24 Feb 2021
Gesture Recognition in Robotic Surgery: a ReviewIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2021 Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 198 111 0 29 Jan 2021
CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80 W.-Y. Hong Chang-Lung Kao Y.-H. Kuo J.-R. Wang Wanxing Chang C.-S. Shih 152 134 0 23 Dec 2020
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 130 267 0 30 Oct 2020
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 113 2 0 28 Sep 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 75 108 0 07 Sep 2020
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical WorkflowsIEEE International Conference on Robotics and Automation (ICRA), 2020 Yutong Ban Guy Rosman Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 164 22 0 01 Sep 2020
Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision David Li M. Ishii Russell H. Taylor Gregory Hager Ayushi Sinha 84 0 0 27 Aug 2020
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks Salman Maqbool Aqsa Riaz Hasan Sajid Osman Hasan 120 31 0 23 Aug 2020
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and DetectionIEEE Transactions on Medical Imaging (TMI), 2017 Duygu Sarikaya Jason J. Corso K. Guru 99 214 0 29 Jul 2020
Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation Manish Sahu Ronja Strömsdörfer Anirban Mukhopadhyay S. Zachow 139 37 0 22 Jul 2020
Symmetric Dilated Convolution for Surgical Gesture RecognitionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Jinglu Zhang Y. Nie Yao Lyu Hailin Li Jian Chang Xiaosong Yang Jiangning Zhang MedIm 186 23 0 13 Jul 2020
ISINet: An Instance-Based Approach for Surgical Instrument SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Cristina González Laura Bravo-Sánchez Pablo Arbeláez 178 90 0 10 Jul 2020
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action TripletsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 C. Nwoye Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 136 104 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 231 28 0 01 Jul 2020
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation David Kügler Marc Uecker Arjan Kuijper Anirban Mukhopadhyay 77 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 149 95 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 93 24 0 21 Apr 2020
Desmoking laparoscopy surgery images using an image-to-image translation guided by an embedded dark channelIEEE Access (IEEE Access), 2020 Sebastián Salazar-Colores Hugo Moreno Jiménez C. Ortiz-Echeverri Gerardo Flores MedIm 77 27 0 19 Apr 2020
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional NetworksInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Tobias Czempiel Magdalini Paschali Matthias Keicher Walter Simson H. Feußner S. T. Kim Nassir Navab 163 212 0 24 Mar 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress PredictionIEEE International Conference on Robotics and Automation (ICRA), 2020 Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 166 43 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 157 14 0 26 Feb 2020
Temporal Segmentation of Surgical Sub-tasks through Deep Learning with Multiple Data SourcesIEEE International Conference on Robotics and Automation (ICRA), 2020 Yidan Qin Sahba Aghajani Pedram Seyedshams Feyzabadi M. Allan A. J. McLeod J. W. Burdick M. Azizian 207 43 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 72 0 0 07 Nov 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted InterventionsProceedings of the IEEE (Proc. IEEE), 2019 Tom Vercauteren Mathias Unberath N. Padoy Nassir Navab 169 121 0 20 Oct 2019
Weakly Supervised Recognition of Surgical GesturesIEEE International Conference on Robotics and Automation (ICRA), 2019 Beatrice van Amsterdam H. Nakawala Elena De Momi Danail Stoyanov 97 29 0 25 Jul 2019
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery VideoInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Yueming Jin Keyun Cheng Qi Dou Pheng-Ann Heng 114 126 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 123 200 0 13 Jul 2019
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Micha Pfeiffer Isabel Funke M. Robu S. Bodenstedt Leon Strenger ... Lena Maier-Hein C. Riediger T. Welsch Jürgen Weitz Stefanie Speidel MedIm 122 98 0 05 Jul 2019
Novel evaluation of surgical activity recognition models using task-based efficiency metricsInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2019 Aneeq Zia Liheng Guo Linlin Zhou Irfan Essa A. Jarc 82 36 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 146 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 66 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 105 18 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 43 3 0 27 Dec 2018
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos C. Nwoye Didier Mutter J. Marescaux N. Padoy 125 130 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 166 49 0 30 Nov 2018
Future-State Predicting LSTM for Early Surgery Type Recognition Siddharth Kannan Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 118 33 0 28 Nov 2018
Active Learning using Deep Bayesian Networks for Surgical Workflow AnalysisInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2018 S. Bodenstedt Dominik Rivoir L. Mündermann M. Wagner Michael Breucha Beat Müller-Stich S. T. Mees Jürgen Weitz Stefanie Speidel 119 48 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 109 13 0 05 Sep 2018
Surgical Phase Recognition of Short Video Shots Based on Temporal Modeling of Deep FeaturesBioimaging (Bristol. Print) (BBP), 2019 Constantinos Loukas 71 14 0 20 Jul 2018
DeepPhase: Surgical Phase Recognition in CATARACTS VideosInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 Odysseas Zisimopoulos Evangello Flouty Imanol Luengo Petros Giataganas J. Nehme Andre Chow Danail Stoyanov 104 125 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 92 47 0 18 Jun 2018
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos Armine Vardazaryan Didier Mutter J. Marescaux N. Padoy 105 64 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 63 5 0 06 Jun 2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning Aneeq Zia A. Hung Irfan Essa A. Jarc 111 54 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 128 75 0 22 May 2018
Multi-label Classification of Surgical Tools with Convolutional Neural Networks J. Prellberg Oliver Kramer 51 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 122 127 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 139 283 0 24 Feb 2018