Fabian Bongratz

According to our database, Fabian Bongratz authored at least 21 papers between 2022 and 2026.

Collaborative distances:

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

2026

Temporal Conditioning for Longitudinal Brain MRI Registration and Aging Analysis.

Bailiang Jian, Jiazhen Pan, Yitong Li, Fabian Bongratz, Ruochen Li, Daniel Rueckert, Benedikt Wiestler, Christian Wachinger

IEEE Trans. Medical Imaging, June, 2026

Cortex-Grounded Diffusion Models for Brain Image Generation.

Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger

CoRR, January, 2026

Individualized mapping of aberrant cortical thickness via stochastic cortical self-reconstruction.

Christian Wachinger, Dennis M. Hedderich, Melissa Thalhammer, Fabian Bongratz

Medical Image Anal., 2026

2025

Vertex Correspondence and Self-Intersection Reduction in Cortical Surface Reconstruction.

Anne-Marie Rickmann, Fabian Bongratz, Christian Wachinger

IEEE Trans. Medical Imaging, August, 2025

TimeFlow: Longitudinal Brain Image Registration and Aging Progression Analysis.

Bailiang Jian, Jiazhen Pan, Yitong Li, Fabian Bongratz, Ruochen Li, Daniel Rueckert, Benedikt Wiestler, Christian Wachinger

CoRR, January, 2025

Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting.

Ivan Stoyanov, Fabian Bongratz, Christian Wachinger

Proceedings of the Shape in Medical Imaging, 2025

Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation.

Patrick Madlindl, Fabian Bongratz, Christian Wachinger

Proceedings of the Shape in Medical Imaging, 2025

X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.

Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger

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

3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces.

Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger

Proceedings of the Information Processing in Medical Imaging, 2025

SIC: Similarity-Based Interpretable Image Classification with Neural Networks.

Tom Nuno Wolf, Emre Kavak, Fabian Bongratz, Christian Wachinger

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

2024

Neural deformation fields for template-based reconstruction of cortical surfaces from MRI.

Fabian Bongratz, Anne-Marie Rickmann, Christian Wachinger

Medical Image Anal., 2024

MLV²-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation.

Fabian Bongratz, Markus Karmann, Adrian Holz, Moritz Bonhoeffer, Viktor Neumaier, Sarah Deli, Benita Schmitz-Koep, Claus Zimmer, Christian Sorg, Melissa Thalhammer, Dennis M. Hedderich, Christian Wachinger

CoRR, 2024

How to Choose a Reinforcement-Learning Algorithm.

Fabian Bongratz, Vladimir Golkov, Lukas Mautner, Luca Della Libera, Frederik Heetmeyer, Felix Czaja, Julian Rodemann, Daniel Cremers

CoRR, 2024

Stochastic Cortical Self-Reconstruction.

Christian Wachinger, Dennis M. Hedderich, Fabian Bongratz

CoRR, 2024

V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence.

Fabian Bongratz, Jan Fecht, Anne-Marie Rickmann, Christian Wachinger

CoRR, 2024

MLV2-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation.

Fabian Bongratz, Markus Karmann, Adrian Holz, Moritz Bonhoeffer, Viktor Neumaier, Sarah Deli, Benita Schmitz-Koep, Claus Zimmer, Christian Sorg, Melissa Thalhammer, Dennis M. Hedderich, Christian Wachinger

Proceedings of the Machine Learning for Health, 2024

Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.

Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Meshes Meet Voxels: Abdominal Organ Segmentation via Diffeomorphic Deformations.

Fabian Bongratz, Anne-Marie Rickmann, Christian Wachinger

CoRR, 2023

Vertex Correspondence in Cortical Surface Reconstruction.

Anne-Marie Rickmann, Fabian Bongratz, Christian Wachinger

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Joint Reconstruction and Parcellation of Cortical Surfaces.

Anne-Marie Rickmann, Fabian Bongratz, Sebastian Pölsterl, Ignacio Sarasua, Christian Wachinger

Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks.

Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022