Isabel Funke

22 papers B 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A benchmark for video-based laparoscopic skill analysis and assessment.
CoRR
Isabel Funke, Sebastian Bodenstedt, Felix von Bechtolsheim, Florian Oehme, Michael Maruschke, Stefanie Herrlich, Jürgen Weitz, Marius Distler, Sören Torge Mees, Stefanie Speidel
2025 — conf
Mission Balance: Generating Under-Represented Class Samples Using Video Diffusion Models.
MICCAI (11)
Danush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Marius Distler, Jürgen Weitz, Stefanie Speidel
2025 J jnl
Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models.
CoRR
Danush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Jürgen Weitz, Marius Distler, Stefanie Speidel
2025 J jnl
TUNeS: A Temporal U-Net With Self-Attention for Video-Based Surgical Phase Recognition.
IEEE Trans. Biomed. Eng.
Isabel Funke, Dominik Rivoir, Stefanie Krell, Stefanie Speidel
2024 J jnl
AIxSuture: vision-based assessment of open suturing skills.
Int. J. Comput. Assist. Radiol. Surg.
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
2024 J jnl
On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis.
Medical Image Anal.
Dominik Rivoir, Isabel Funke, Stefanie Speidel
2023 J jnl
Metrics Matter in Surgical Phase Recognition.
CoRR
Isabel Funke, Dominik Rivoir, Stefanie Speidel
2023 J jnl
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition.
CoRR
Isabel Funke, Dominik Rivoir, Stefanie Krell, Stefanie Speidel
2022 J jnl
Gesture Recognition in Robotic Surgery With Multimodal Attention.
IEEE Trans. Medical Imaging
Beatrice van Amsterdam, Isabel Funke, Eddie Edwards, Stefanie Speidel, Justin Collins, Ashwin Sridhar, John D. Kelly, Matthew J. Clarkson, Danail Stoyanov
2022 J jnl
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis.
CoRR
Dominik Rivoir, Isabel Funke, Stefanie Speidel
2020 — conf
Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance.
MICCAI (3)
Dominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel
2020 J jnl
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance.
CoRR
Dominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel
2019 — conf
Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation.
MICCAI (5)
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
2019 J jnl
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation.
CoRR
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
2019 — conf
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video.
MICCAI (5)
Isabel Funke, Sebastian Bodenstedt, Florian Oehme, Felix von Bechtolsheim, Jürgen Weitz, Stefanie Speidel
2019 J jnl
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video.
CoRR
Isabel Funke, Sebastian Bodenstedt, Florian Oehme, Felix von Bechtolsheim, Jürgen Weitz, Stefanie Speidel
2019 J jnl
Video-based surgical skill assessment using 3D convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg.
Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel
2019 J jnl
Video-based surgical skill assessment using 3D convolutional neural networks.
CoRR
Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel
2018 — conf
Generative adversarial networks for specular highlight removal in endoscopic images.
Image-Guided Procedures
Isabel Funke, Sebastian Bodenstedt, Carina Riediger, Jürgen Weitz, Stefanie Speidel
2018 B conf
Interactive health insight miner: an adaptive, semantic-based approach.
INLG
Isabel Funke, Rim Helaoui, Aki Härmä
2018 — conf
Temporal Coherence-based Self-supervised Learning for Laparoscopic Workflow Analysis.
OR 2.0/CARE/CLIP/ISIC@MICCAI
Isabel Funke, Alexander Jenke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel, Sebastian Bodenstedt
2018 J jnl
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis.
CoRR
Isabel Funke, Alexander Jenke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel, Sebastian Bodenstedt