Fabian Bongratz

27 papers A* 2Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cortex-Grounded Diffusion Models for Brain Image Generation.
CoRR
Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger
2026 J jnl
Individualized mapping of aberrant cortical thickness via stochastic cortical self-reconstruction.
Medical Image Anal.
Christian Wachinger, Dennis M. Hedderich, Melissa Thalhammer, Fabian Bongratz
2025 — conf
3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces.
IPMI (1)
Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger
2025 J jnl
3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces.
CoRR
Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger
2025 — conf
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting.
ShapeMI@MICCAI
Ivan Stoyanov, Fabian Bongratz, Christian Wachinger
2025 J jnl
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting.
CoRR
Ivan Stoyanov, Fabian Bongratz, Christian Wachinger
2025 — conf
Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation.
ShapeMI@MICCAI
Patrick Madlindl, Fabian Bongratz, Christian Wachinger
2025 J jnl
Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation.
CoRR
Patrick Madlindl, Fabian Bongratz, Christian Wachinger
2025 J jnl
TimeFlow: Longitudinal Brain Image Registration and Aging Progression Analysis.
CoRR
Bailiang Jian, Jiazhen Pan, Yitong Li, Fabian Bongratz, Ruochen Li, Daniel Rueckert, Benedikt Wiestler, Christian Wachinger
2025 J jnl
Vertex Correspondence and Self-Intersection Reduction in Cortical Surface Reconstruction.
IEEE Trans. Medical Imaging
Anne-Marie Rickmann, Fabian Bongratz, Christian Wachinger
2025 — conf
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.
MICCAI (14)
Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger
2025 J jnl
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.
CoRR
Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger
2024 J jnl
How to Choose a Reinforcement-Learning Algorithm.
CoRR
Fabian Bongratz, Vladimir Golkov, Lukas Mautner, Luca Della Libera, Frederik Heetmeyer, Felix Czaja, Julian Rodemann, Daniel Cremers
2024 A* conf
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.
AAAI
Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger
2024 J jnl
MLV
CoRR
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
2024 — conf
MLV2-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation.
ML4H@NeurIPS
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
2024 J jnl
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI.
CoRR
Fabian Bongratz, Anne-Marie Rickmann, Christian Wachinger
2024 J jnl
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI.
Medical Image Anal.
Fabian Bongratz, Anne-Marie Rickmann, Christian Wachinger
2024 J jnl
Stochastic Cortical Self-Reconstruction.
CoRR
Christian Wachinger, Dennis M. Hedderich, Fabian Bongratz
2024 J jnl
V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence.
CoRR
Fabian Bongratz, Jan Fecht, Anne-Marie Rickmann, Christian Wachinger
2023 J jnl
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.
CoRR
Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger
2023 J jnl
Meshes Meet Voxels: Abdominal Organ Segmentation via Diffeomorphic Deformations.
CoRR
Fabian Bongratz, Anne-Marie Rickmann, Christian Wachinger
2023 — conf
Vertex Correspondence in Cortical Surface Reconstruction.
MICCAI (8)
Anne-Marie Rickmann, Fabian Bongratz, Christian Wachinger
2022 — conf
Joint Reconstruction and Parcellation of Cortical Surfaces.
MLCN@MICCAI
Anne-Marie Rickmann, Fabian Bongratz, Sebastian Pölsterl, Ignacio Sarasua, Christian Wachinger
2022 J jnl
Joint Reconstruction and Parcellation of Cortical Surfaces.
CoRR
Anne-Marie Rickmann, Fabian Bongratz, Sebastian Pölsterl, Ignacio Sarasua, Christian Wachinger
2022 A* conf
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks.
CVPR
Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger
2022 J jnl
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks.
CoRR
Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger