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Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse
  Surgical Instrument Usage for Context-aware Assistance
v1v2v3v4 (latest)

Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance

1 July 2020
Dominik Rivoir
S. Bodenstedt
Isabel Funke
F. Bechtolsheim
Marius Distler
Jürgen Weitz
Stefanie Speidel
ArXiv (abs)PDFHTML

Papers citing "Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance"

11 / 11 papers shown
State-Change Learning for Prediction of Future Events in Endoscopic Videos
State-Change Learning for Prediction of Future Events in Endoscopic Videos
Saurav Sharma
C. Nwoye
Didier Mutter
N. Padoy
187
0
0
14 Oct 2025
Surgical Video Understanding with Label Interpolation
Surgical Video Understanding with Label Interpolation
Garam Kim
Tae Kyeong Jeong
Juyoun Park
125
0
0
23 Sep 2025
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition
Kaixiang Yang
Xin Li
Qiang Li
Zhiwei Wang
314
0
0
13 Mar 2025
Adaptive Graph Learning from Spatial Information for Surgical Workflow
  Anticipation
Adaptive Graph Learning from Spatial Information for Surgical Workflow AnticipationIEEE Transactions on Medical Robotics and Bionics (TMRB), 2024
Francis Xiatian Zhang
Jingjing Deng
Robert Lieck
Hubert P. H. Shum
307
5
0
09 Dec 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge AugmentationNeural Information Processing Systems (NeurIPS), 2024
Kun Yuan
V. Srivastav
Nassir Navab
N. Padoy
511
37
0
30 Sep 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative
  Planning
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning
Maxence Boels
Yang Liu
Prokar Dasgupta
Alejandro Granados
Sebastien Ourselin
203
3
0
10 Mar 2024
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted
  Surgery
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted SurgeryIEEE International Conference on Robotics and Automation (ICRA), 2024
Long Bai
Guan-Feng Wang
Jie Wang
Xiaoxiao Yang
Huxin Gao
Xin Liang
An-Chi Wang
Mobarakol Islam
Hongliang Ren
218
10
0
10 Feb 2024
Towards Graph Representation Learning Based Surgical Workflow
  Anticipation
Towards Graph Representation Learning Based Surgical Workflow Anticipation
Xiatian Zhang
Noura Al Moubayed
Hubert P. H. Shum
235
6
0
07 Aug 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
412
25
0
15 Mar 2022
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic
  and Robotic Surgery
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic SurgeryIEEE Robotics and Automation Letters (RA-L), 2021
Yutong Ban
Guy Rosman
J. Eckhoff
Thomas M. Ward
Daniel A. Hashimoto
Taisei Kondo
Hidekazu Iwaki
O. Meireles
Daniela Rus
243
19
0
10 May 2021
Aggregating Long-Term Context for Learning Laparoscopic and
  Robot-Assisted Surgical Workflows
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical WorkflowsIEEE International Conference on Robotics and Automation (ICRA), 2020
Yutong Ban
Guy Rosman
Thomas M. Ward
Daniel A. Hashimoto
Taisei Kondo
Hidekazu Iwaki
O. Meireles
Daniela Rus
382
23
0
01 Sep 2020
1
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