Christian Wachinger

Klinikum rechts der Isar — Germany

Computer Science · Physical Sciences

31h-index8.4kcitations217works2.62yr avg
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Research Topics

Medical Image Segmentation Techniques(83), Advanced Neural Network Applications(31), Radiomics and Machine Learning in Medical Imaging(23), Functional Brain Connectivity Studies(22), Domain Adaptation and Few-Shot Learning(20)

Publications215 total

Body Charts from CT Segmentations across the Adult Lifespan: Large-scale Cross-sectional and Longitudinal Analyses
Radiology Artificial Intelligence·2025· 2 cited
Longitudinal assessment of cortical thickness in healthy older individuals: a comparison between CAT12 and freesurfer
Neuroradiology·2025Open Access
Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies
arXiv (Cornell University)·2025Open Access
Diffusion Bridge Networks Simulate Clinical-grade PET from MRI for Dementia Diagnostics
arXiv (Cornell University)·2025Open Access
Febrile Infection-Related Epilepsy Syndrome (FIRES) in a Young Adult: A Case Report Highlighting Advanced Neuroimaging
Clinical Neuroradiology·2025Open Access
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting
Lecture notes in computer science·2025
Individualized mapping of aberrant cortical thickness via stochastic cortical self-reconstruction
Medical Image Analysis·2025Open Access
Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation
arXiv (Cornell University)·2025Open Access
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting
arXiv (Cornell University)·2025Open Access
Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
ArXiv.org·2025· 1 citedOpen Access
Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges
ArXiv.org·2025Open Access
3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces
Lecture notes in computer science·2025· 1 cited
Beyond Benchmarks: Dynamic, Automatic And Systematic Red-Teaming Agents For Trustworthy Medical Language Models
arXiv (Cornell University)·2025Open Access
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis
arXiv (Cornell University)·2025Open Access
DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation
arXiv (Cornell University)·2025Open Access
MedBridge: Bridging Foundation Vision-Language Models to Medical Image Diagnosis in Chest X-Ray
ArXiv.org·2025Open Access
Vertex Correspondence and Self-Intersection Reduction in Cortical Surface Reconstruction
IEEE Transactions on Medical Imaging·2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET
2025· 11 cited
Organ-DETR: Organ Detection via Transformers
IEEE Transactions on Medical Imaging·2025· 2 cited
3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Nassir Navab(26), Abhijit Guha Roy(14), Martin Reuter(9), Sebastian Pölsterl(7), Ignacio Sarasúa(6), Sailesh Conjeti(6), Polina Golland(5), Michela Antonelli(3), Spyridon Bakas(3), Patrick Bilic(3), Patrick Ferdinand Christ(3), Eugene Vorontsov(3), Fabian Isensee(3), Fucang Jia(3), Ildoo Kim(3), Klaus Maier‐Hein(3), Dorit Merhof(3), Akshay Pai(3), Mathias Perslev(3), Oliver Rippel(3)