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1908.07319
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Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2019
20 August 2019
Hassan Ismail Fawaz
Germain Forestier
J. Weber
L. Idoumghar
Pierre-Alain Muller
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Papers citing
"Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks"
19 / 19 papers shown
Title
Machine Learning-Based Automated Assessment of Intracorporeal Suturing in Laparoscopic Fundoplication
Global Surgical Education - Journal of the Association for Surgical Education (JSE), 2024
Shekhar Madhav Khairnar
Huu Phong Nguyen
Alexis Desir
Carla Holcomb
Daniel J. Scott
Ganesh Sankaranarayanan
317
3
0
16 Dec 2024
Think Step by Step: Chain-of-Gesture Prompting for Error Detection in Robotic Surgical Videos
Zhimin Shao
Jialang Xu
Danail Stoyanov
E. Mazomenos
Yueming Jin
LRM
135
8
0
27 Jun 2024
Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification
D. Serramazza
Thach le Nguyen
Georgiana Ifrim
144
4
0
18 Jun 2024
Cognitive-Motor Integration in Assessing Bimanual Motor Skills
Erim Yanik
Xavier Intes
S. De
126
0
0
16 Apr 2024
Understanding whole-body inter-personal dynamics between two players using neural Granger causality as the explainable AI (XAI)
Ryota Takamido
Chiharu Suzuki
Jun Ota
Hiroki Nakamoto
69
0
0
12 Jan 2024
Towards Interpretable Motion-level Skill Assessment in Robotic Surgery
Kay Hutchinson
Katherina Chen
H. Alemzadeh
195
0
0
10 Nov 2023
Robust Explainer Recommendation for Time Series Classification
Data mining and knowledge discovery (DMKD), 2023
Thu Trang Nguyen
Thach le Nguyen
Georgiana Ifrim
AI4TS
318
10
0
08 Jun 2023
Interpretation of Time-Series Deep Models: A Survey
Ziqi Zhao
Yucheng Shi
Shushan Wu
Fan Yang
Wenzhan Song
Ninghao Liu
AI4TS
217
13
0
23 May 2023
Uncertainty-aware Self-supervised Learning for Cross-domain Technical Skill Assessment in Robot-assisted Surgery
IEEE Transactions on Medical Robotics and Bionics (TMRB), 2023
Ziheng Wang
A. Mariani
A. Menciassi
Elena De Momi
A. M. Fey
182
3
0
28 Apr 2023
Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning
Scientific Reports (Sci Rep), 2022
Erim Yanik
Uwe Krüger
Xavier Intes
Rahul Rahul
S. De
152
18
0
17 Mar 2022
Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series
Christoffer Loeffler
Wei-Cheng Lai
Bjoern M. Eskofier
Dario Zanca
Lukas M. Schmidt
Christopher Mutschler
AI4TS
FAtt
328
6
0
14 Mar 2022
Human Gaze Guided Attention for Surgical Activity Recognition
Abdishakour Awale
Duygu Sarikaya
134
1
0
09 Mar 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
138
96
0
30 Sep 2021
Predicting the Timing of Camera Movements From the Kinematics of Instruments in Robotic-Assisted Surgery Using Artificial Neural Networks
IEEE Transactions on Medical Robotics and Bionics (IEEE T-MRB), 2021
Hanna Kossowsky
I. Nisky
198
7
0
23 Sep 2021
Analysis of Executional and Procedural Errors in Dry-lab Robotic Surgery Experiments
Kay Hutchinson
Zongyu Li
L. Cantrell
N. Schenkman
H. Alemzadeh
146
16
0
22 Jun 2021
Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey
Thomas Rojat
Raphael Puget
David Filliat
Javier Del Ser
R. Gelin
Natalia Díaz Rodríguez
XAI
AI4TS
214
158
0
02 Apr 2021
Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review
The Journal of Defence Modeling and Simulation: Applications, Methodology, Technology (JDMS), 2021
Erim Yanik
Xavier Intes
Uwe Krüger
Pingkun Yan
D. Diller
Brian Van Voorst
Basiel Makled
Jack Norfleet
S. De
163
45
0
03 Mar 2021
Deep learning for time series classification
Hassan Ismail Fawaz
BDL
AI4TS
150
47
0
01 Oct 2020
Robust Medical Instrument Segmentation Challenge 2019
T. Ross
Annika Reinke
Peter M. Full
M. Wagner
H. Kenngott
...
Lei Zhu
Manuel Wiesenfarth
A. Kopp-Schneider
Beat P. Müller-Stich
Lena Maier-Hein
165
50
0
23 Mar 2020
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