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Isabel Funke
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 18
Top Topics
Image Processing Tasks
Minimally Invasive
Gesture Recognition
Intraoperative
Top Venues
CoRR
Int. J. Comput. Assist. Radiol. Surg.
MICCAI (5)
Medical Image Anal.
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Publications
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Hanna Hoffmann
,
Isabel Funke
,
Philipp Peters
,
Danush Kumar Venkatesh
,
Jan Egger
,
Dominik Rivoir
,
Rainer Röhrig
,
Frank Hölzle
,
Sebastian Bodenstedt
,
Marie-Christin Willemer
,
Stefanie Speidel
,
Behrus Puladi
AIxSuture: vision-based assessment of open suturing skills.
Int. J. Comput. Assist. Radiol. Surg.
19 (6) (2024)
Dominik Rivoir
,
Isabel Funke
,
Stefanie Speidel
On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis.
Medical Image Anal.
94 (2024)
Isabel Funke
,
Dominik Rivoir
,
Stefanie Krell
,
Stefanie Speidel
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition.
CoRR
(2023)
Isabel Funke
,
Dominik Rivoir
,
Stefanie Speidel
Metrics Matter in Surgical Phase Recognition.
CoRR
(2023)
Beatrice van Amsterdam
,
Isabel Funke
,
Eddie Edwards
,
Stefanie Speidel
,
Justin Collins
,
Ashwin Sridhar
,
John D. Kelly
,
Matthew J. Clarkson
,
Danail Stoyanov
Gesture Recognition in Robotic Surgery With Multimodal Attention.
IEEE Trans. Medical Imaging
41 (7) (2022)
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
(2022)
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
(2020)
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.
MICCAI (3)
(2020)
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
(2019)
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.
MICCAI (5)
(2019)
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.
MICCAI (5)
(2019)
Isabel Funke
,
Sören Torge Mees
,
Jürgen Weitz
,
Stefanie Speidel
Video-based surgical skill assessment using 3D convolutional neural networks.
CoRR
(2019)
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
(2019)
Isabel Funke
,
Sören Torge Mees
,
Jürgen Weitz
,
Stefanie Speidel
Video-based surgical skill assessment using 3D convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg.
14 (7) (2019)
Isabel Funke
,
Alexander Jenke
,
Sören Torge Mees
,
Jürgen Weitz
,
Stefanie Speidel
,
Sebastian Bodenstedt
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis.
CoRR
(2018)
Isabel Funke
,
Alexander Jenke
,
Sören Torge Mees
,
Jürgen Weitz
,
Stefanie Speidel
,
Sebastian Bodenstedt
Temporal Coherence-based Self-supervised Learning for Laparoscopic Workflow Analysis.
OR 2.0/CARE/CLIP/ISIC@MICCAI
(2018)
Isabel Funke
,
Sebastian Bodenstedt
,
Carina Riediger
,
Jürgen Weitz
,
Stefanie Speidel
Generative adversarial networks for specular highlight removal in endoscopic images.
Medical Imaging: Image-Guided Procedures
(2018)
Isabel Funke
,
Rim Helaoui
,
Aki Härmä
Interactive health insight miner: an adaptive, semantic-based approach.
INLG
(2018)