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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
30 September 2021
M. Wagner
Beat-Peter Müller-Stich
A. Kisilenko
Duc Tran
P. Heger
L. Mündermann
David M Lubotsky
Benjamin Müller
Tornike Davitashvili
Manuela Capek
Annika Reinke
Tong Yu
Armine Vardazaryan
C. Nwoye
N. Padoy
Xinyang Liu
Eung-Joo Lee
Constantin Disch
H. Meine
Tong Xia
F. Jia
Satoshi Kondo
Wolfgang Reiter
Yueming Jin
Yonghao Long
Meirui Jiang
Qi Dou
Pheng Ann Heng
Isabell Twick
K. Kirtaç
Enes Hosgor
J. Bolmgren
Michael Stenzel
Björn von Siemens
H. Kenngott
Felix Nickel
M. Frankenberg
F. Mathis-Ullrich
Lena Maier-Hein
Stefanie Speidel
S. Bodenstedt
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Papers citing
"Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark"
9 / 9 papers shown
Title
CPR-Coach: Recognizing Composite Error Actions based on Single-class Training
Shunli Wang
Qing Yu
Shuai Wang
Dingkang Yang
Liuzhen Su
Xiao Zhao
Haopeng Kuang
Pei Zhang
Peng Zhai
Lihua Zhang
41
3
0
21 Sep 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
C. Nwoye
Tong Yu
Saurav Sharma
Aditya Murali
Deepak Alapatt
...
Pietro Mascagni
B. Seeliger
Cristians Gonzalez
Didier Mutter
N. Padoy
32
17
0
13 Feb 2023
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling
Kay Hutchinson
Ian Reyes
Zongyu Li
H. Alemzadeh
13
7
0
14 Sep 2022
Surgical Skill Assessment via Video Semantic Aggregation
Zhenqiang Li
Lin Gu
Weimin Wang
Ryosuke Nakamura
Yoichi Sato
28
13
0
04 Aug 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Sanat Ramesh
V. Srivastav
Deepak Alapatt
Tong Yu
Aditya Murali
...
Saurav Sharma
A. Fleurentin
Georgios Exarchakis
Alexandros Karargyris
N. Padoy
23
42
0
01 Jul 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
C. Nwoye
Deepak Alapatt
Tong Yu
Armine Vardazaryan
Fangfang Xia
...
Didier Mutter
Pietro Mascagni
B. Seeliger
Cristians Gonzalez
N. Padoy
25
50
0
10 Apr 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study
Tobias Czempiel
Aidean Sharghi
Magdalini Paschali
Nassir Navab
Omid Mohareri
19
8
0
17 Mar 2022
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie
Ross B. Girshick
Piotr Dollár
Z. Tu
Kaiming He
297
10,225
0
16 Nov 2016
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
A. P. Twinanda
S. Shehata
Didier Mutter
J. Marescaux
M. de Mathelin
N. Padoy
188
840
0
09 Feb 2016
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