Fabian Bongratz

27 papers A* 2Journal 18Unranked 7

Year	Rank	Type	Title / 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