Fiona R. Kolbinger

26 papers A* 1A 1Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive-CaRe: Adaptive Causal Regularization for Robust Outcome Prediction.
CoRR
Nithya Bhasker, Fiona R. Kolbinger, Susu Hu, Gitta Kutyniok, Stefanie Speidel
2026 J jnl
Artificial intelligence for surgical scene understanding: a systematic review and reporting quality meta-analysis.
npj Digit. Medicine
Matthias Carstens, Shubha Vasisht, Zheyuan Zhang, Iulia Barbur, Annika Reinke, Lena Maier-Hein, Daniel A. Hashimoto, Fiona R. Kolbinger
2025 J jnl
6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models.
CoRR
Leon D. Mayer, Piotr Kalinowski, Caroline Ebersbach, Marcel Knopp, Tim Rädsch, Evangelia Christodoulou, Annika Reinke, Fiona R. Kolbinger, Lena Maier-Hein
2025 J jnl
Adaptive validation strategies for real-world clinical artificial intelligence.
Nat. Comput. Sci.
Fiona R. Kolbinger, Jakob Nikolas Kather
2025 J jnl
Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study.
CoRR
Leon D. Mayer, Tim Rädsch, Dominik Michael, Lucas Luttner, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Marcel Knopp, Annika Reinke, Fiona R. Kolbinger, Lena Maier-Hein
2025 A conf
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models.
WACV
Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel
2025 J jnl
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections.
CoRR
Max Kirchner, Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Oliver Lester Saldanha, Jakob Nikolas Kather, Martin Wagner, Stefanie Speidel
2025 J jnl
Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge.
CoRR
Max Kirchner, Hanna Hoffmann, Alexander C. Jenke, Oliver Lester Saldanha, Kevin Pfeiffer, Weam Kanjo, Julia Alekseenko, Claas de Boer, Santhi Raj Kolamuri, Lorenzo Mazza, Nicolas Padoy, Sophia Bano, Annika Reinke, Lena Maier-Hein, Danail Stoyanov, Jakob Nikolas Kather, Fiona R. Kolbinger, Sebastian Bodenstedt, Stefanie Speidel
2025 J jnl
Field strength-dependent performance variability in deep learning-based analysis of magnetic resonance imaging.
CoRR
Muhammad Ibtsaam Qadir, Duane Schonlau, Ulrike Dydak, Fiona R. Kolbinger
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
PIVOTS: Aligning unseen Structures using Preoperative to Intraoperative Volume-To-Surface Registration for Liver Navigation.
CoRR
Peng Liu, Bianca Güttner, Yutong Su, Chenyang Li, Jinjing Xu, Mingyang Liu, Zhe Min, Andrey Zhylka, Jasper N. Smit, Karin Olthof, Matteo Fusaglia, Rudi Apolle, Matthias Miederer, Laura Frohneberg, Carina Riediger, Jürgen Weitz, Fiona R. Kolbinger, Stefanie Speidel, Micha Pfeiffer
2024 J jnl
Exploring semantic consistency in unpaired image translation to generate data for surgical applications.
Int. J. Comput. Assist. Radiol. Surg.
Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
2024 — conf
Leveraging Expert Knowledge for Real-Time Online Adaptation of Intraoperative Liver Registration.
ShapeMI@MICCAI
Peng Liu, Sebastian Bodenstedt, Fiona R. Kolbinger, Carina Riediger, Jürgen Weitz, Stefanie Speidel, Micha Pfeiffer
2024 J jnl
One model to use them all: Training a segmentation model with complementary datasets.
CoRR
Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
2024 J jnl
One model to use them all: training a segmentation model with complementary datasets.
Int. J. Comput. Assist. Radiol. Surg.
Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
2024 J jnl
SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs.
IEEE Trans. Biomed. Eng.
Reuben Docea, Jinjing Xu, Wei Ling, Alexander C. Jenke, Fiona R. Kolbinger, Marius Distler, Carina Riediger, Jürgen Weitz, Stefanie Speidel, Micha Pfeiffer
2024 — conf
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models.
CVPR Workshops
Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu
2024 J jnl
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models.
CoRR
Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu
2024 J jnl
Synthesizing Multi-Class Surgical Datasets with Anatomy-Aware Diffusion Models.
CoRR
Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel
2023 J jnl
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications.
CoRR
Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
2023 J jnl
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.
CoRR
Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero, Marko van Treeck, Fiona R. Kolbinger, Katherine Jane Hewitt, Hannah Sophie Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge S. Reis-Filho, Jakob Nikolas Kather
2022 — conf
A Laparoscopic Liver Navigation Pipeline with Minimal Setup Requirements.
BioCAS
Reuben Docea, Micha Pfeiffer, Jan Müller, Katja Krug, Matthias Hardner, Paul Riedel, Martin Menzel, Fiona R. Kolbinger, Laura Frohneberg, Jürgen Weitz, Stefanie Speidel
2021 A* conf
Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data.
ICCV
Dominik Rivoir, Micha Pfeiffer, Reuben Docea, Fiona R. Kolbinger, Carina Riediger, Jürgen Weitz, Stefanie Speidel
2021 J jnl
Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data.
CoRR
Dominik Rivoir, Micha Pfeiffer, Reuben Docea, Fiona R. Kolbinger, Carina Riediger, Jürgen Weitz, Stefanie Speidel
2021 — conf
Simultaneous localisation and mapping for laparoscopic liver navigation : a comparative evaluation study.
Image-Guided Procedures
Reuben Docea, Micha Pfeiffer, Sebastian Bodenstedt, Fiona R. Kolbinger, Lukas Höller, Ines Wittig, Ralf-Thorsten Hoffmann, Esther G. C. Troost, Carina Riediger, Jürgen Weitz, Stefanie Speidel