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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"

20 / 320 papers shown

Title
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 159 108 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 144 134 0 27 Nov 2017
Knowledge transfer for surgical activity prediction O. Dergachyova X. Morandi Pierre Jannin MedIm 55 9 0 15 Nov 2017
Analyzing Before Solving: Which Parameters Influence Low-Level Surgical Activity Recognition O. Dergachyova X. Morandi Pierre Jannin 37 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 112 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 106 138 0 25 Jun 2017
Learning-based Surgical Workflow Detection from Intra-Operative Signals R. Stauder Ergün Kayis Nassir Navab 59 10 0 02 Jun 2017
Progress Estimation and Phase Detection for Sequential ProcessesProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2017 Xinyu Li Yanyi Zhang Jianyu Zhang Yueyang Chen Shuhong Chen Yue Gu Moliang Zhou Richard A. Farneth I. Marsic R. Burd 87 19 0 28 Feb 2017
Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills AssessmentInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2017 Aneeq Zia Yachna Sharma Vinay Bettadapura E. Sarin Irfan Essa 129 115 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 1.4K 11,721 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 108 39 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 70 0 28 Oct 2016
Tool and Phase recognition using contextual CNN features Manish Sahu Anirban Mukhopadhyay A. Szengel S. Zachow 96 52 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 109 44 0 27 Oct 2016
Real-time analysis of cataract surgery videos using statistical models K. Charrière G. Quellec M. Lamard D. Martiano G. Cazuguel Reda Bellafqira B. Cochener 82 41 0 18 Oct 2016
ImageNet Large Scale Visual Recognition ChallengeInternational Journal of Computer Vision (IJCV), 2014 Olga Russakovsky Gaowen Liu Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 2.4K 41,083 0 01 Sep 2014
Caffe: Convolutional Architecture for Fast Feature EmbeddingACM Multimedia (ACM MM), 2014 Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 751 14,797 0 20 Jun 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 926 27,785 0 11 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual RecognitionInternational Conference on Machine Learning (ICML), 2013 Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 409 5,041 0 06 Oct 2013