ResearchTrend.AI
Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis
v1v2 (latest)

Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis

S. Bodenstedt
Dominik Rivoir
L. Mündermann
M. Wagner
Michael Breucha
Beat Müller-Stich
S. T. Mees
Jürgen Weitz
Stefanie Speidel
ArXiv (abs)PDFHTML

Papers citing "Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis"

10 / 10 papers shown
Title
Robust Surgical Phase Recognition From Annotation Efficient Supervision
Robust Surgical Phase Recognition From Annotation Efficient Supervision
Or Rubin
S. Laufer
61
0
0
26 Jun 2024
4D-OR: Semantic Scene Graphs for OR Domain Modeling
4D-OR: Semantic Scene Graphs for OR Domain Modeling
Ege Özsoy
Evin Pınar Örnek
U. Eck
Tobias Czempiel
F. Tombari
Nassir Navab
82
38
0
22 Mar 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis
Dominik Rivoir
Isabel Funke
Stefanie Speidel
98
19
0
15 Mar 2022
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
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
86
78
0
30 Sep 2021
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation
Haonan Peng
Shan Lin
Daniel King
Yun-Hsuan Su
Randall Bly
K. Moe
Blake Hannaford
MedIm
83
6
0
07 Aug 2021
Multimodal Semantic Scene Graphs for Holistic Modeling of Surgical Procedures
Multimodal Semantic Scene Graphs for Holistic Modeling of Surgical Procedures
Ege Özsoy
Evin Pınar Örnek
U. Eck
F. Tombari
Nassir Navab
30
6
0
09 Jun 2021
Surgical Data Science -- from Concepts toward Clinical Translation
Surgical Data Science -- from Concepts toward Clinical Translation
Lena Maier-Hein
Matthias Eisenmann
Duygu Sarikaya
Keno Marz
Toby Collins
...
D. Teber
F. Uckert
Beat P. Müller-Stich
Pierre Jannin
Stefanie Speidel
AI4CE
86
232
0
30 Oct 2020
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance
Dominik Rivoir
S. Bodenstedt
Isabel Funke
F. Bechtolsheim
Marius Distler
Jürgen Weitz
Stefanie Speidel
140
25
0
01 Jul 2020
LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition
LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition
Xueying Shi
Yueming Jin
Qi Dou
Pheng-Ann Heng
51
19
0
21 Apr 2020
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions
Tom Vercauteren
Mathias Unberath
N. Padoy
Nassir Navab
117
112
0
20 Oct 2019