Isabel Funke

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Image Processing Tasks

Minimally Invasive

Gesture Recognition

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Image Anal.

Publications

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)