Papers citing 'Recognizing Surgical Activities with Recurrent Neural Networks'

Title
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Y. Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 92 5 0 24 Dec 2022
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery Chang Shi Y. Zheng A. M. Fey MedIm 95 16 0 03 Dec 2022
Retrieval of surgical phase transitions using reinforcement learning Yitong Zhang Sophia Bano A. Page Jan Deprest Danail Stoyanov Francisco Vasconcelos 75 9 0 01 Aug 2022
A Survey of Video-based Action Quality Assessment Shunli Wang Dingkang Yang Peng Zhai Qing Yu Tao Suo Zhan Sun Ka Li Lihua Zhang 81 19 0 20 Apr 2022
Human Gaze Guided Attention for Surgical Activity Recognition Abdishakour Awale Duygu Sarikaya 70 0 0 09 Mar 2022
Runtime Detection of Executional Errors in Robot-Assisted Surgery Zongyu Li Kay Hutchinson H. Alemzadeh 115 14 0 01 Mar 2022
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? Arnaud Huaulmé Kanako Harada Quang-Minh Nguyen Bogyu Park Seungbum Hong ... Yuto Ishikawa Yuriko Harai Satoshi Kondo M. Mitsuishi Pierre Jannin 69 9 0 11 Feb 2022
Predicting the Timing of Camera Movements From the Kinematics of Instruments in Robotic-Assisted Surgery Using Artificial Neural Networks Hanna Kossowsky I. Nisky 64 6 0 23 Sep 2021
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos C. Nwoye Tong Yu Cristians Gonzalez B. Seeliger Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 129 160 0 07 Sep 2021
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey Ngan Le V. Rathour Kashu Yamazaki Khoa Luu Marios Savvides VLM AI4TS 75 185 0 25 Aug 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 73 37 0 24 Mar 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 46 8 0 18 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 134 101 0 29 Jan 2021
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yonghao Long Jinlin Wu Bo Lu Yueming Jin Mathias Unberath Yunhui Liu Pheng Ann Heng Qi Dou 115 39 0 03 Nov 2020
daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery Yidan Qin Seyedshams Feyzabadi M. Allan J. W. Burdick M. Azizian 81 23 0 24 Sep 2020
Symmetric Dilated Convolution for Surgical Gesture Recognition Jinglu Zhang Y. Nie Yao Lyu Hailin Li Jian Chang Xiaosong Yang Jiangning Zhang MedIm 161 22 0 13 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 104 88 0 10 Jul 2020
Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos A. Tanwani P. Sermanet Andy Yan Raghav V. Anand Mariano Phielipp Ken Goldberg SSL 72 38 0 31 May 2020
Real-Time Context-aware Detection of Unsafe Events in Robot-Assisted Surgery M. S. Yasar H. Alemzadeh 75 31 0 07 May 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 130 39 0 10 Mar 2020
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search Xiaojie Gao Yueming Jin Qi Dou Pheng-Ann Heng 67 51 0 20 Feb 2020
Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks Duygu Sarikaya Pierre Jannin 141 19 0 11 Jan 2020
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video Isabel Funke S. Bodenstedt F. Oehme F. Bechtolsheim Jürgen Weitz Stefanie Speidel 90 86 0 26 Jul 2019
Automated Surgical Activity Recognition with One Labeled Sequence R. DiPietro Gregory Hager 79 18 0 20 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 99 193 0 13 Jul 2019
Novel evaluation of surgical activity recognition models using task-based efficiency metrics Aneeq Zia Liheng Guo Linlin Zhou Irfan Essa A. Jarc 62 35 0 03 Jul 2019
Surgical Gesture Recognition with Optical Flow only Duygu Sarikaya Pierre Jannin 100 19 0 01 Apr 2019
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification Daochang Liu Tingting Jiang 109 63 0 21 Jun 2018
Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery Ziheng Wang A. M. Fey 93 223 0 15 Jun 2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning Aneeq Zia A. Hung Irfan Essa A. Jarc 87 50 0 01 Jun 2018
Joint Surgical Gesture and Task Classification with Multi-Task and Multimodal Learning Duygu Sarikaya K. Guru Jason J. Corso 100 20 0 02 May 2018
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding E. Mavroudi Divya Bhaskara S. Sefati Haider Ali René Vidal CML 78 27 0 29 Jan 2018
Automated Surgical Skill Assessment in RMIS Training Aneeq Zia Irfan Essa 68 125 0 22 Dec 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 80 3 0 04 Oct 2017
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies R. DiPietro Christian Rupprecht Nassir Navab Gregory Hager 71 26 0 24 Feb 2017
Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment Aneeq Zia Yachna Sharma Vinay Bettadapura E. Sarin Irfan Essa 97 112 0 24 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 100 37 0 13 Feb 2017
Temporal Convolutional Networks: A Unified Approach to Action Segmentation Colin S. Lea René Vidal A. Reiter Gregory Hager 233 801 0 29 Aug 2016