Fiona R. Kolbinger

According to our database, Fiona R. Kolbinger authored at least 21 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Adaptive-CaRe: Adaptive Causal Regularization for Robust Outcome Prediction.

Nithya Bhasker, Fiona R. Kolbinger, Susu Hu, Gitta Kutyniok, Stefanie Speidel

CoRR, February, 2026

Artificial intelligence for surgical scene understanding: a systematic review and reporting quality meta-analysis.

Matthias Carstens, Shubha Vasisht, Zheyuan Zhang, Iulia Barbur, Annika Reinke, Lena Maier-Hein, Daniel A. Hashimoto, Fiona R. Kolbinger

npj Digit. Medicine, 2026

2025

Field strength-dependent performance variability in deep learning-based analysis of magnetic resonance imaging.

Muhammad Ibtsaam Qadir, Duane Schonlau, Ulrike Dydak, Fiona R. Kolbinger

CoRR, December, 2025

6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models.

Leon D. Mayer, Piotr Kalinowski, Caroline Ebersbach, Marcel Knopp, Tim Rädsch, Evangelia Christodoulou, Annika Reinke, Fiona R. Kolbinger, Lena Maier-Hein

CoRR, December, 2025

Adaptive validation strategies for real-world clinical artificial intelligence.

Fiona R. Kolbinger, Jakob Nikolas Kather

Nat. Comput. Sci., November, 2025

Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge.

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

CoRR, October, 2025

PIVOTS: Aligning unseen Structures using Preoperative to Intraoperative Volume-To-Surface Registration for Liver Navigation.

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

CoRR, July, 2025

Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study.

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

CoRR, June, 2025

Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections.

Max Kirchner, Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Oliver Lester Saldanha, Jakob Nikolas Kather, Martin Wagner, Stefanie Speidel

CoRR, April, 2025

Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Mission Balance: Generating Under-Represented Class Samples Using Video Diffusion Models.

Danush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Marius Distler, Jürgen Weitz, Stefanie Speidel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs.

Reuben Docea, Jinjing Xu, Wei Ling, Alexander C. Jenke, Fiona R. Kolbinger, Marius Distler, Carina Riediger, Jürgen Weitz, Stefanie Speidel, Micha Pfeiffer

IEEE Trans. Biomed. Eng., December, 2024

Exploring semantic consistency in unpaired image translation to generate data for surgical applications.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., June, 2024

One model to use them all: training a segmentation model with complementary datasets.

Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Synthesizing Multi-Class Surgical Datasets with Anatomy-Aware Diffusion Models.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel

CoRR, 2024

Leveraging Expert Knowledge for Real-Time Online Adaptation of Intraoperative Liver Registration.

Peng Liu, Sebastian Bodenstedt, Fiona R. Kolbinger, Carina Riediger, Jürgen Weitz, Stefanie Speidel, Micha Pfeiffer

Proceedings of the Shape in Medical Imaging - International Workshop, 2024

Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models.

Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

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

CoRR, 2023

2022

A Laparoscopic Liver Navigation Pipeline with Minimal Setup Requirements.

Reuben Docea, Micha Pfeiffer, Jan Müller, Katja Krug, Matthias Hardner, Paul Riedel, Martin Menzel, Fiona R. Kolbinger, Laura Frohneberg, Jürgen Weitz, Stefanie Speidel

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

Simultaneous localisation and mapping for laparoscopic liver navigation : a comparative evaluation study.

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

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data.

Dominik Rivoir, Micha Pfeiffer, Reuben Docea, Fiona R. Kolbinger, Carina Riediger, Jürgen Weitz, Stefanie Speidel

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021