Evaluating surgical skills from kinematic data using convolutional
neural networks

Evaluating surgical skills from kinematic data using convolutional neural networks

7 June 2018

Hassan Ismail Fawaz

Germain Forestier

Pierre-Alain Muller

Papers citing "Evaluating surgical skills from kinematic data using convolutional neural networks"

14 / 14 papers shown

Title
Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding Gary Sarwin Alessandro Carretta V. Staartjes M. Zoli D. Mazzatenta Luca Regli Carlo Serra E. Konukoglu MedIm 30 3 0 31 Mar 2023
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 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
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
Condition Assessment of Stay Cables through Enhanced Time Series Classification Using a Deep Learning Approach Zhiming Zhang Jin Yan Liangding Li Hong Pan Chuanzhi Dong 21 6 0 11 Jan 2021
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 43 35 0 01 Oct 2020
Real-Time Context-aware Detection of Unsafe Events in Robot-Assisted Surgery M. S. Yasar H. Alemzadeh 17 29 0 07 May 2020
Explaining Regression Based Neural Network Model Mégane Millan Catherine Achard FAtt 24 3 0 15 Apr 2020
Action Quality Assessment using Siamese Network-Based Deep Metric Learning Hiteshi Jain Gaurav Harit Avinash Sharma 11 44 0 27 Feb 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
Gait recognition via deep learning of the center-of-pressure trajectory P. Terrier CVBM 14 34 0 24 Jul 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 for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 136 2,650 0 12 Sep 2018