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"

26 / 276 papers shown

Title
Surgical Phase Recognition of Short Video Shots Based on Temporal Modeling of Deep Features Constantinos Loukas 10 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 11 115 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 19 44 0 18 Jun 2018
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos Armine Vardazaryan Didier Mutter J. Marescaux N. Padoy 11 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 17 5 0 06 Jun 2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning Aneeq Zia A. Hung Irfan Essa A. Jarc 14 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 40 71 0 22 May 2018
Multi-label Classification of Surgical Tools with Convolutional Neural Networks J. Prellberg Oliver Kramer 20 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 48 114 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 19 253 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 26 98 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 28 130 0 27 Nov 2017
Knowledge transfer for surgical activity prediction O. Dergachyova X. Morandi Pierre Jannin MedIm 22 9 0 15 Nov 2017
Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition O. Dergachyova X. Morandi Pierre Jannin 14 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 28 3 0 04 Oct 2017
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools Luis C. García-Peraza-Herrera Wenqi Li Lucas Fidon Caspar Gruijthuijsen A. Devreker ... Jan Deprest E. V. Poorten Danail Stoyanov Tom Kamiel Magda Vercauteren Sebastien Ourselin 11 128 0 25 Jun 2017
Learning-based Surgical Workflow Detection from Intra-Operative Signals R. Stauder Ergün Kayis Nassir Navab 24 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 14 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 20 109 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 295 10,618 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 22 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 11 62 0 28 Oct 2016
Tool and Phase recognition using contextual CNN features Manish Sahu Anirban Mukhopadhyay A. Szengel S. Zachow 32 50 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 23 23 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 30 41 0 27 Oct 2016
Real-time analysis of cataract surgery videos using statistical models K. Charrière G. Quellec M. Lamard D. Martiano G. Cazuguel Gouenou Coatrieux B. Cochener 23 41 0 18 Oct 2016