Isabel Funke - RankMe

22 papers B 1Journal 15Unranked 6

Year	Rank	Type	Title / 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