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 / 276 papers shown

Title
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods V. Bawa Gurkirt Singh Francis KapingA I. Skarga-Bandurova Elettra Oleari ... Li Li Armando Stabile Francesco Setti R. Muradore Fabio Cuzzolin 19 36 0 07 Apr 2021
CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning Luowei Zhou Jingjing Liu Yu Cheng Zhe Gan Lei Zhang 17 7 0 01 Apr 2021
A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis Ella Lan 23 2 0 31 Mar 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 26 88 0 30 Mar 2021
MIcro-Surgical Anastomose Workflow recognition challenge report Arnaud Huaulmé Duygu Sarikaya Kévin Le Mut Fabien Despinoy Yonghao Long ... Pablo Arbelaez Wolfgang Reiter M. Mitsuishi K. Harada Pierre Jannin 11 34 0 24 Mar 2021
Future Frame Prediction for Robot-assisted Surgery Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 14 14 0 18 Mar 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 33 105 0 17 Mar 2021
OperA: Attention-Regularized Transformers for Surgical Phase Recognition Tobias Czempiel Magdalini Paschali D. Ostler S. T. Kim Benjamin Busam Nassir Navab MedIm 39 85 0 05 Mar 2021
Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review Erim Yanik Xavier Intes Uwe Krüger Pingkun Yan D. Diller Brian Van Voorst Basiel Makled Jack Norfleet S. De 22 38 0 03 Mar 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Manish Sahu Anirban Mukhopadhyay S. Zachow 70 20 0 02 Mar 2021
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition Daniel Neimark Omri Bar Maya Zohar Gregory Hager Dotan Asselmann 14 13 0 24 Feb 2021
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 26 68 0 24 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 37 91 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 12 99 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 25 224 0 30 Oct 2020
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 43 2 0 28 Sep 2020
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking Luis C. García-Peraza-Herrera Wenqi Li Caspar Gruijthuijsen A. Devreker G. Attilakos Jan Deprest E. V. Poorten Danail Stoyanov Tom Kamiel Magda Vercauteren Sébastien Ourselin 6 105 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 28 19 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 14 0 0 27 Aug 2020
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks Salman Maqbool Aqsa Riaz Hasan Sajid Osman Hasan 26 22 0 23 Aug 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 12 200 0 29 Jul 2020
Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation Manish Sahu Ronja Strömsdörfer Anirban Mukhopadhyay S. Zachow 61 35 0 22 Jul 2020
Symmetric Dilated Convolution for Surgical Gesture Recognition Jinglu Zhang Y. Nie Yao Lyu Hailin Li Jian Chang Xiaosong Yang J. J. Zhang MedIm 25 22 0 13 Jul 2020
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation Cristina González Laura Bravo-Sánchez Pablo Arbeláez 21 78 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 20 75 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 22 24 0 01 Jul 2020
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation David Kügler Marc Uecker Arjan Kuijper Anirban Mukhopadhyay 33 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 36 82 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 14 19 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 17 20 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 20 176 0 24 Mar 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 32 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 6 13 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 18 38 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 20 0 0 07 Nov 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Kamiel Magda Vercauteren Mathias Unberath N. Padoy Nassir Navab 24 112 0 20 Oct 2019
Weakly Supervised Recognition of Surgical Gestures Beatrice van Amsterdam H. Nakawala Elena De Momi Danail Stoyanov 21 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 25 117 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 21 172 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 29 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 13 33 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 25 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 19 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 32 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 19 3 0 27 Dec 2018
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos C. Nwoye Didier Mutter J. Marescaux N. Padoy 27 121 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 17 47 0 30 Nov 2018
Future-State Predicting LSTM for Early Surgery Type Recognition Siddharth Kannan Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 11 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 18 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 28 12 0 05 Sep 2018