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Unsupervised Temporal Video Segmentation as an Auxiliary Task for
  Predicting the Remaining Surgery Duration

Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration

26 February 2020
Dominik Rivoir
S. Bodenstedt
F. Bechtolsheim
Marius Distler
Jürgen Weitz
Stefanie Speidel
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration"

5 / 5 papers shown
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Kun Yuan
V. Srivastav
Tong Yu
Joël L. Lavanchy
J. Marescaux
Pietro Mascagni
Nassir Navab
N. Padoy
791
63
0
27 Jul 2023
Temporal Action Segmentation: An Analysis of Modern Techniques
Temporal Action Segmentation: An Analysis of Modern TechniquesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Guodong Ding
Fadime Sener
Angela Yao
645
131
0
19 Oct 2022
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
186
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
387
25
0
15 Mar 2022
CataNet: Predicting remaining cataract surgery duration
CataNet: Predicting remaining cataract surgery durationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Andrés Marafioti
Michael Hayoz
Mathias Gallardo
Pablo Márquez-Neila
Sebastian Wolf
M. Zinkernagel
Raphael Sznitman
213
18
0
21 Jun 2021
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