| 2025 | ICLR | Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging. | Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias |
| 2022 | MICCAI | Accurate and Explainable Image-Based Prediction Using a Lightweight Generative Model. | Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mhlau, Koen Van Leemput |
| 2020 | MICCAI | A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis. | Stefano Cerri, Andrew Hoopes, Douglas N. Greve, Mark Mhlau, Koen Van Leemput |
| 2020 | MICCAI | 3D Reconstruction and Segmentation of Dissection Photographs for MRI-Free Neuropathology. | Henry F. J. Tregidgo, Adri Casamitjana, Caitlin Latimer, Mitchell Kilgore, Eleanor D. Robinson, Emily Blackburn, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Christine L. Mac Donald, C. Dirk Keene, Juan Eugenio Iglesias |
| 2019 | MICCAI | Fast Nonparametric Mutual-Information-based Registration and Uncertainty Estimation. | Mikael Agn, Koen Van Leemput |
| 2019 | MICCAI | Relevance Vector Machines for Harmonization of MRI Brain Volumes Using Image Descriptors. | Maria Ins Meyer, Ezequiel de la Rosa, Koen Van Leemput, Diana Maria Sima |
| 2015 | MICCAI | Brain Tumor Segmentation Using a Generative Model with an RBM Prior on Tumor Shape. | Mikael Agn, Oula Puonti, Per Munck af Rosenschld, Ian Law, Koen Van Leemput |
| 2015 | MICCAI | Bayesian Tomographic Reconstruction Using Riemannian MCMC. | Stefano Pedemonte, Ciprian Catana, Koen Van Leemput |
| 2015 | MICCAI | Simultaneous Whole-Brain Segmentation and White Matter Lesion Detection Using Contrast-Adaptive Probabilistic Models. | Oula Puonti, Koen Van Leemput |
| 2013 | MICCAI | An Improved Optimization Method for the Relevance Voxel Machine. | Melanie Ganz, Mert R. Sabuncu, Koen Van Leemput |
| 2013 | MICCAI | Is Synthesizing MRI Contrast Useful for Inter-modality Analysis? | Juan Eugenio Iglesias, Ender Konukoglu, Darko Zikic, Ben Glocker, Koen Van Leemput, Bruce Fischl |
| 2013 | MICCAI | A Probabilistic, Non-parametric Framework for Inter-modality Label Fusion. | Juan Eugenio Iglesias, Mert R. Sabuncu, Koen Van Leemput |
| 2013 | MICCAI | On Feature Relevance in Image-Based Prediction Models: An Empirical Study. | Ender Konukoglu, Melanie Ganz, Koen Van Leemput, Mert R. Sabuncu |
| 2013 | MICCAI | Fast, Sequence Adaptive Parcellation of Brain MR Using Parametric Models. | Oula Puonti, Juan Eugenio Iglesias, Koen Van Leemput |
| 2012 | MICCAI | A Generative Model for Probabilistic Label Fusion of Multimodal Data. | Juan Eugenio Iglesias, Mert R. Sabuncu, Koen Van Leemput |
| 2012 | MICCAI | Incorporating Parameter Uncertainty in Bayesian Segmentation Models: Application to Hippocampal Subfield Volumetry. | Juan Eugenio Iglesias, Mert R. Sabuncu, Koen Van Leemput |
| 2011 | MICCAI | The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-Based Prediction. | Mert R. Sabuncu, Koen Van Leemput |
| 2009 | MICCAI | Joint Segmentation of Image Ensembles via Latent Atlases. | Tammy Riklin Raviv, Koen Van Leemput, William M. Wells III, Polina Golland |
| 2009 | MICCAI | Supervised Nonparametric Image Parcellation. | Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leemput, Bruce Fischl, Polina Golland |
| 2009 | MICCAI | Asymmetric Image-Template Registration. | Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leemput, Tom Vercauteren, Polina Golland |
| 2008 | MICCAI | Model-Based Segmentation of Hippocampal Subfields in Ultra-High Resolution In Vivo MRI. | Koen Van Leemput, Akram Bakkour, Thomas Benner, Graham C. Wiggins, Lawrence L. Wald, Jean Augustinack, Bradford C. Dickerson, Polina Golland, Bruce Fischl |
| 2006 | MICCAI | Probabilistic Brain Atlas Encoding Using Bayesian Inference. | Koen Van Leemput |
| 2004 | MICCAI | A Cross-Platform Software Framework for Medical Image Processing. | Koen Van Leemput, Janne Hmlinen |
| 2002 | ICPR | Model-Based Brain and Tumor Segmentation. | Nathan Moon, Elizabeth Bullitt, Koen Van Leemput, Guido Gerig |
| 2002 | MICCAI | Automatic Brain and Tumor Segmentation. | Nathan Moon, Elizabeth Bullitt, Koen Van Leemput, Guido Gerig |
| 2001 | MICCAI | A Statistical Framework for Partial Volume Segmentation. | Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens |
| 2001 | MICCAI | Validation of Nonlinear Spatial Filtering to Improve Tissue Segmentation of MR Brain Images. | Siddharth Srivastava, Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens |
| 1999 | MICCAI | Automated Segmentation of MS Lesions from Multi-channel MR Images. | Koen Van Leemput, Frederik Maes, Fernando Bello, Dirk Vandermeulen, Alan C. F. Colchester, Paul Suetens |
| 1999 | MICCAI | Quantification of Cerebral Grey and White Matter Asymmetry from MRI. | Frederik Maes, Koen Van Leemput, Lynn E. DeLisi, Dirk Vandermeulen, Paul Suetens |
| 1998 | MICCAI | Automatic Segmentation of Brain Tissues and MR Bias Field Correction Using a Cigital Brain Atlas. | Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens |