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Isabel Funke
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2020 – today
- 2024
- [j4]Hanna Hoffmann
, Isabel Funke, Philipp Peters, Danush Kumar Venkatesh, Jan Egger, Dominik Rivoir, Rainer Röhrig, Frank Hölzle, Sebastian Bodenstedt, Marie-Christin Willemer, Stefanie Speidel
AIxSuture: vision-based assessment of open suturing skills. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1045-1052 (2024) - [j3]Dominik Rivoir
On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis. Medical Image Anal. 94: 103126 (2024) - 2023
- [i8]Isabel Funke, Dominik Rivoir, Stefanie Speidel
Metrics Matter in Surgical Phase Recognition. CoRR abs/2305.13961 (2023) - [i7]Isabel Funke, Dominik Rivoir, Stefanie Krell, Stefanie Speidel
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition. CoRR abs/2307.09997 (2023) - 2022
- [j2]Beatrice van Amsterdam
Gesture Recognition in Robotic Surgery With Multimodal Attention. IEEE Trans. Medical Imaging 41(7): 1677-1687 (2022) - [i6]Dominik Rivoir, Isabel Funke, Stefanie Speidel:
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis. CoRR abs/2203.07976 (2022) - 2020
- [c6]Dominik Rivoir, Sebastian Bodenstedt
Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance. MICCAI (3) 2020: 752-762 - [i5]Dominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel:
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance. CoRR abs/2007.00548 (2020)
2010 – 2019
- 2019
- [j1]Isabel Funke
Video-based surgical skill assessment using 3D convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 14(7): 1217-1225 (2019) - [c5]Micha Pfeiffer, Isabel Funke
Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation. MICCAI (5) 2019: 119-127 - [c4]Isabel Funke
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video. MICCAI (5) 2019: 467-475 - [i4]Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel:
Video-based surgical skill assessment using 3D convolutional neural networks. CoRR abs/1903.02306 (2019) - [i3]Micha Pfeiffer, Isabel Funke, Maria R. Robu, Sebastian Bodenstedt, Leon Strenger, Sandy Engelhardt, Tobias Roß, Matthew J. Clarkson, Kurinchi Gurusamy, Brian R. Davidson, Lena Maier-Hein, Carina Riediger, Thilo Welsch, Jürgen Weitz, Stefanie Speidel:
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation. CoRR abs/1907.02882 (2019) - [i2]Isabel Funke, Sebastian Bodenstedt, Florian Oehme, Felix von Bechtolsheim, Jürgen Weitz, Stefanie Speidel:
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video. CoRR abs/1907.11454 (2019) - 2018
- [c3]Isabel Funke, Rim Helaoui, Aki Härmä:
Interactive health insight miner: an adaptive, semantic-based approach. INLG 2018: 478-479 - [c2]Isabel Funke
Temporal Coherence-based Self-supervised Learning for Laparoscopic Workflow Analysis. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 85-93 - [c1]Isabel Funke
Generative adversarial networks for specular highlight removal in endoscopic images. Medical Imaging: Image-Guided Procedures 2018: 1057604 - [i1]Isabel Funke, Alexander Jenke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel, Sebastian Bodenstedt:
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis. CoRR abs/1806.06811 (2018)
Coauthor Index
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