Surgical Skill Assessment via Video Semantic Aggregation

Surgical Skill Assessment via Video Semantic Aggregation

4 August 2022

Zhenqiang Li

Ryosuke Nakamura

Yoichi Sato

Papers citing "Surgical Skill Assessment via Video Semantic Aggregation"

19 / 19 papers shown

Title
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark M. Wagner Beat-Peter Müller-Stich A. Kisilenko Duc Tran P. Heger ... M. Frankenberg F. Mathis-Ullrich Lena Maier-Hein Stefanie Speidel S. Bodenstedt 74 76 0 30 Sep 2021
Spatio-Temporal Perturbations for Video Attribution Zhenqiang Li Weimin Wang Zuoyue Li Yifei Huang Yoichi Sato 34 6 0 01 Sep 2021
Towards Unified Surgical Skill Assessment Daochang Liu Qiyue Li Tingting Jiang Yizhou Wang R. Miao F. Shan Ziyu Li 37 75 0 02 Jun 2021
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 117 462 0 12 Apr 2021
Uncertainty-aware Score Distribution Learning for Action Quality Assessment Yansong Tang Zanlin Ni Jiahuan Zhou Danyang Zhang Jiwen Lu Ying Nian Wu Jie Zhou EDL 86 125 0 13 Jun 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 75 140 0 21 May 2020
Video-based surgical skill assessment using 3D convolutional neural networks Isabel Funke S. T. Mees Jürgen Weitz Stefanie Speidel 40 176 0 06 Mar 2019
Manipulation-skill Assessment from Videos with Spatial Attention Network Zhenqiang Li Yifei Huang Minjie Cai Yoichi Sato 44 60 0 09 Jan 2019
Action Quality Assessment Across Multiple Actions Paritosh Parmar B. Morris 55 120 0 15 Dec 2018
Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery Ziheng Wang A. M. Fey 45 217 0 15 Jun 2018
Evaluating surgical skills from kinematic data using convolutional neural networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 37 105 0 07 Jun 2018
Automated Surgical Skill Assessment in RMIS Training Aneeq Zia Irfan Essa 43 125 0 22 Dec 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 215 3,030 0 30 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 698 131,652 0 12 Jun 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 250 3,802 0 19 May 2017
ActionVLAD: Learning spatio-temporal aggregation for action classification Rohit Girdhar Deva Ramanan Abhinav Gupta Josef Sivic Bryan C. Russell AI4TS 70 451 0 10 Apr 2017
Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment Aneeq Zia Yachna Sharma Vinay Bettadapura E. Sarin Irfan Essa 52 109 0 24 Feb 2017
Learning To Score Olympic Events Paritosh Parmar B. Morris 43 169 0 16 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 297 20,003 0 07 Oct 2016