Automated Surgical Skill Assessment in RMIS Training

22 December 2017

Papers citing "Automated Surgical Skill Assessment in RMIS Training"

14 / 14 papers shown

Title
Machine Learning-Based Automated Assessment of Intracorporeal Suturing in Laparoscopic Fundoplication Shekhar Madhav Khairnar Huu Phong Nguyen Alexis Desir Carla Holcomb Daniel J. Scott Ganesh Sankaranarayanan 95 1 0 16 Dec 2024
Surgical Skill Assessment via Video Semantic Aggregation Zhenqiang Li Lin Gu Weimin Wang Ryosuke Nakamura Yoichi Sato 28 13 0 04 Aug 2022
Video-based Surgical Skills Assessment using Long term Tool Tracking Mona Fathollahi Mohammad Hasan Sarhan Ramon Pena Lela DiMonte Anshu Gupta Aishani Ataliwala Jocelyn Barker 40 9 0 05 Jul 2022
Video-based assessment of intraoperative surgical skill Sanchit Hira Digvijay Singh Tae Soo Kim Shobhit Gupta Gregory D. Hager S. Sikder S. Vedula 30 16 0 13 May 2022
Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning Erim Yanik Uwe Krüger Xavier Intes Rahul Rahul S. De 35 12 0 17 Mar 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 27 35 0 16 Feb 2022
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 30 67 0 30 Sep 2021
Towards Unified Surgical Skill Assessment Daochang Liu Qiyue Li Tingting Jiang Yizhou Wang R. Miao F. Shan Ziyu Li 13 71 0 02 Jun 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 32 38 0 03 Mar 2021
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 43 35 0 01 Oct 2020
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 24 100 0 20 Aug 2019
Video-based surgical skill assessment using 3D convolutional neural networks Isabel Funke S. T. Mees Jürgen Weitz Stefanie Speidel 19 174 0 06 Mar 2019
Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery Ziheng Wang A. M. Fey 23 216 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 13 105 0 07 Jun 2018