| 2025 | ICCV | SIC: Similarity-Based Interpretable Image Classification with Neural Networks. | Tom Nuno Wolf, Emre Kavak, Fabian Bongratz, Christian Wachinger |
| 2025 | MICCAI | X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis. | Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger |
| 2025 | MICCAI | Unleashing the Power of Intensity Augmentation for Multi-modal Image Registration. | Bailiang Jian, Daniel Scholz, Jiazhen Pan, Morteza Ghahremani, Christian Wachinger, Benedikt Wiestler |
| 2025 | MICCAI | Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation. | Patrick Madlindl, Fabian Bongratz, Christian Wachinger |
| 2025 | MICCAI | Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting. | Ivan Stoyanov, Fabian Bongratz, Christian Wachinger |
| 2025 | WACV | DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET. | Yitong Li, Morteza Ghahremani, Youssef Wally, Christian Wachinger |
| 2024 | AAAI | Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning. | Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Plsterl, Christian Wachinger |
| 2024 | CVPR | H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration. | Morteza Ghahremani, Mohammad Khateri, Bailiang Jian, Benedikt Wiestler, Ehsan Adeli, Christian Wachinger |
| 2024 | MICCAI | PASTA: Pathology-Aware MRI to PET CroSs-modal TrAnslation with Diffusion Models. | Yitong Li, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger |
| 2023 | MICCAI | Vertex Correspondence in Cortical Surface Reconstruction. | Anne-Marie Rickmann, Fabian Bongratz, Christian Wachinger |
| 2022 | CVPR | Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks. | Fabian Bongratz, Anne-Marie Rickmann, Sebastian Plsterl, Christian Wachinger |
| 2022 | MICCAI | Is a PET All You Need? A Multi-modal Study for Alzheimer's Disease Using 3D CNNs. | Marla Narazani, Ignacio Sarasua, Sebastian Plsterl, Aldana Lizarraga, Igor Yakushev, Christian Wachinger |
| 2022 | MICCAI | Joint Reconstruction and Parcellation of Cortical Surfaces. | Anne-Marie Rickmann, Fabian Bongratz, Sebastian Plsterl, Ignacio Sarasua, Christian Wachinger |
| 2022 | MICCAI | CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis. | Ignacio Sarasua, Sebastian Plsterl, Christian Wachinger |
| 2021 | MICCAI | STRUDEL: Self-training with Uncertainty Dependent Label Refinement Across Domains. | Fabian Grger, Anne-Marie Rickmann, Christian Wachinger |
| 2021 | MICCAI | Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data. | Sebastian Plsterl, Christina Aigner, Christian Wachinger |
| 2021 | MICCAI | Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform. | Sebastian Plsterl, Tom Nuno Wolf, Christian Wachinger |
| 2021 | MICCAI | Alzheimer's Disease Diagnosis via Deep Factorization Machine Models. | Raphael Ronge, Kwangsik Nho, Christian Wachinger, Sebastian Plsterl |
| 2021 | MICCAI | TransforMesh: A Transformer Network for Longitudinal Modeling of Anatomical Meshes. | Ignacio Sarasua, Sebastian Plsterl, Christian Wachinger |
| 2020 | MICCAI | Importance Driven Continual Learning for Segmentation Across Domains. | Sinan zgr zgn, Anne-Marie Rickmann, Abhijit Guha Roy, Christian Wachinger |
| 2020 | MICCAI | Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers. | Jyotirmay Senapati, Abhijit Guha Roy, Sebastian Plsterl, Daniel Gutmann, Sergios Gatidis, Christopher Schlett, Annette Peters, Fabian Bamberg, Christian Wachinger |
| 2019 | MICCAI | Prediction of Fluid Intelligence from T1-Weighted Magnetic Resonance Images. | Sebastian Plsterl, Benjamn Gutirrez-Becker, Ignacio Sarasua, Abhijit Guha Roy, Christian Wachinger |
| 2019 | MICCAI | An AutoML Approach for the Prediction of Fluid Intelligence from MRI-Derived Features. | Sebastian Plsterl, Benjamn Gutirrez-Becker, Ignacio Sarasua, Abhijit Guha Roy, Christian Wachinger |
| 2019 | MICCAI | 'Project & Excite' Modules for Segmentation of Volumetric Medical Scans. | Anne-Marie Rickmann, Abhijit Guha Roy, Ignacio Sarasua, Nassir Navab, Christian Wachinger |
| 2019 | MICCAI | Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference. | Christian Wachinger, Benjamn Gutirrez-Becker, Anna Rieckmann, Sebastian Plsterl |
| 2018 | MICCAI | Deep Multi-structural Shape Analysis: Application to Neuroanatomy. | Benjamn Gutirrez-Becker, Christian Wachinger |
| 2018 | MICCAI | Deep Shape Analysis on Abdominal Organs for Diabetes Prediction. | Benjamn Gutirrez-Becker, Sergios Gatidis, Daniel Gutmann, Annette Peters, Christopher Schlett, Fabian Bamberg, Christian Wachinger |
| 2018 | MICCAI | Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling. | Abhijit Guha Roy, Sailesh Conjeti, Nassir Navab, Christian Wachinger |
| 2018 | MICCAI | Concurrent Spatial and Channel 'Squeeze & Excitation' in Fully Convolutional Networks. | Abhijit Guha Roy, Nassir Navab, Christian Wachinger |
| 2017 | MICCAI | A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data. | Benjamn Gutirrez, Loc Peter, Tassilo Klein, Christian Wachinger |
| 2017 | MICCAI | Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data. | Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, Amin Katouzian, Nassir Navab, Christian Wachinger |
| 2017 | MICCAI | Latent Processes Governing Neuroanatomical Change in Aging and Dementia. | Christian Wachinger, Anna Rieckmann, Martin Reuter |
| 2014 | MICCAI | Atlas-Based Under-Segmentation. | Christian Wachinger, Polina Golland |
| 2014 | MICCAI | BrainPrint : Identifying Subjects by Their Brain. | Christian Wachinger, Polina Golland, Martin Reuter |
| 2014 | MICCAI | Gaussian Process Interpolation for Uncertainty Estimation in Image Registration. | Christian Wachinger, Polina Golland, Martin Reuter, William M. Wells III |
| 2013 | MICCAI | Contour-Driven Regression for Label Inference in Atlas-Based Segmentation. | Christian Wachinger, Gregory C. Sharp, Polina Golland |
| 2012 | CVPR | A contextual maximum likelihood framework for modeling image registration. | Christian Wachinger, Nassir Navab |
| 2012 | MICCAI | MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra. | Mehdi Moradi, Christian Wachinger, Andriy Fedorov, William M. Wells III, Tina Kapur, Luciant D. Wolfsberger, Paul Nguyen, Clare M. Tempany |
| 2012 | MICCAI | Spectral Label Fusion. | Christian Wachinger, Polina Golland |
| 2011 | MICCAI | 3D Stent Recovery from One X-Ray Projection. | Stefanie Demirci, Ali Bigdelou, Lejing Wang, Christian Wachinger, Maximilian Baust, Radhika Tibrewal, Reza Ghotbi, Hans-Henning Eckstein, Nassir Navab |
| 2010 | BMVC | Manifold Learning for Multi-Modal Image Registration. | Christian Wachinger, Nassir Navab |
| 2010 | CVPR | Structural image representation for image registration. | Christian Wachinger, Nassir Navab |
| 2010 | MICCAI | Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound. | Christian Wachinger, Mehmet Yigitsoy, Nassir Navab |
| 2009 | CVPR | Similarity metrics and efficient optimization for simultaneous registration. | Christian Wachinger, Nassir Navab |
| 2009 | MICCAI | Alignment of Viewing-Angle Dependent Ultrasound Images. | Christian Wachinger, Nassir Navab |
| 2008 | CVPR | Estimation of acoustic impedance from multiple ultrasound images with application to spatial compounding. | Christian Wachinger, Ramtin Shams, Nassir Navab |
| 2008 | MICCAI | Deformable Mosaicing for Whole-Body MRI. | Christian Wachinger, Ben Glocker, Jochen Zeltner, Nikos Paragios, Nikos Komodakis, Michael Sass Hansen, Nassir Navab |
| 2007 | MICCAI | Three-Dimensional Ultrasound Mosaicing. | Christian Wachinger, Wolfgang Wein, Nassir Navab |
| 2006 | MICCAI | Patient Position Detection for SAR Optimization in Magnetic Resonance Imaging. | Andreas Keil, Christian Wachinger, Gerhard Brinker, Stefan Thesen, Nassir Navab |