Dirk Vandermeulen
Orcid: 0000-0002-4052-5296
According to our database1,
Dirk Vandermeulen
authored at least 119 papers
between 1992 and 2022.
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Bibliography
2022
Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences.
IEEE Trans. Biomed. Eng., 2022
Medical Biol. Eng. Comput., 2022
CoRR, 2022
The Dice Loss in the Context of Missing or Empty Labels: Introducing $\varPhi $ and ε.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty.
Medical Image Anal., 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
2020
Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index.
IEEE Trans. Medical Imaging, 2020
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging.
CoRR, 2020
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients.
CoRR, 2020
2019
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice.
CoRR, 2019
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2019
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Contra-Lateral Information CNN for Core Lesion Segmentation Based on Native CTP in Acute Stroke.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
2016
2015
Automatic Detection of Myocardial Infarction Through a Global Shape Feature Based on Local Statistical Modeling.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
2014
Unsupervised Segmentation, Clustering, and Groupwise Registration of Heterogeneous Populations of Brain MR Images.
IEEE Trans. Medical Imaging, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014
2013
meshSIFT: Local surface features for 3D face recognition under expression variations and partial data.
Comput. Vis. Image Underst., 2013
2012
IEEE Trans. Syst. Man Cybern. Part C, 2012
Integrating Statistical Shape Models into a Graph Cut Framework for Tooth Segmentation.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Probabilistic framework for subject-specific and population-based analysis of longitudinal changes and disease progression in brain MR images.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Automated Cephalometric Landmark Localization Using Sparse Shape and Appearance Models.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Robust point set registration using EM-ICP with information-theoretically optimal outlier handling.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011
2010
IEEE Trans. Medical Imaging, 2010
Semi-automatic level set segmentation of liver tumors combining a spiral-scanning technique with supervised fuzzy pixel classification.
Medical Image Anal., 2010
Semisupervised Probabilistic Clustering of Brain MR Images Including Prior Clinical Information.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
SPARC: unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Voxel based nonrigid image registration using local and partial volume similarity measures.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Fusion of an Isometric Deformation Modeling Approach Using Spectral Decomposition and a Region-Based Approach Using ICP for Expression-Invariant 3D Face Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Automated Cephalometric Landmark Identification Using Shape and Local Appearance Models.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010
Inelastic Deformation Invariant Modal Representation for Non-rigid 3D Object Recognition.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010
2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Image Segmentation Using Graph Representations and Local Appearance and Shape Models.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
A statistical framework for the registration of 3D knee implant components to single-plane X-ray images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
IEEE Trans. Medical Imaging, 2007
Linear normalization of MR brain images in pediatric patients with periventricular leukomalacia.
NeuroImage, 2007
A robust optimization strategy for intensity-based 2D/3D registration of knee implant models to single-plane fluoroscopy.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Robust initialization for 2D/3D registration of knee implant models to single-plane fluoroscopy.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
A Statistical Approach to Determine Symmetrical Solutions for the Registration of 3D Knee Implant Models to Sagittal Fluoroscopy Images.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
An information theoretic approach for non-rigid image registration using voxel class probabilities.
Medical Image Anal., 2006
J. Comput. Inf. Technol., 2006
Comparison Between Parzen Window Interpolation and Generalised Partial Volume Estimation for Nonrigid Image Registration Using Mutual Information.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Large-scale validation of non-rigid registration algorithms for atlas-based brain image segmentation.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Feature-based statistical analysis of structural MR data for automatic detection of focal cortical dysplastic lesions.
NeuroImage, 2005
Automatic analysis of cerebral asymmetry: an exploratory study of the relationship between brain torque and planum temporale asymmetry.
NeuroImage, 2005
Plaque and Stent Artifact Reduction in Subtraction CT Angiography Using Nonrigid Registration and a Volume Penalty.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2005
Robust and Accurate Partial Surface Registration Based on Variational Implicit Surfaces for Automatic 3D Model Building.
Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005
Partial Surface Integration Based on Variational Implicit Functions and Surfaces for 3D Model Building.
Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005
2004
Effects of Anatomical Asymmetry in Spatial Priors on Model-Based Segmentation of the Brain MRI: A Validation Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Construction of a Brain Template from MR Images Using State-of-the-Art Registration and Segmentation Techniques.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Nonrigid Image Registration Using Free-Form Deformations with a Local Rigidity Constraint.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Non-rigid Atlas-to-Image Registration by Minimization of Class-Conditional Image Entropy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Feature Based Statistical Analysis of Structural MR Data for Automatic Detection of Focal Cortical Dysplastic (FCD) Lesions.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
IEEE Trans. Medical Imaging, 2003
IEEE Trans. Medical Imaging, 2003
A viscous fluid model for multimodal non-rigid image registration using mutual information.
Medical Image Anal., 2003
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Information Processing in Medical Imaging, 2003
2002
Medical Image Anal., 2002
Evaluation of image features and search strategies for segmentation of bone structures in radiographs using Active Shape Models.
Medical Image Anal., 2002
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002
2001
IEEE Trans. Medical Imaging, 2001
Validation of Nonlinear Spatial Filtering to Improve Tissue Segmentation of MR Brain Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
2000
Emerging Possibilities of Image Processing and how this will influence Radiological-Clinical Cooperation.
Proceedings of the From PACS to Internet/Intranet, 2000
1999
IEEE Trans. Medical Imaging, 1999
IEEE Trans. Medical Imaging, 1999
Automatic 3D Segmentation of Internal Structures on the Head in MR Images Using a Combination of Similarity and Free Form Transormations: Part I, Metholody and Validation on Normal Subjects.
IEEE Trans. Medical Imaging, 1999
Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information.
Medical Image Anal., 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
1998
IEEE Trans. Inf. Technol. Biomed., 1998
Automatic 3D segmentation of internal structures of the head in MR images using a combination of similarity and free-form transformations.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Automatic Segmentation of Brain Tissues and MR Bias Field Correction Using a Cigital Brain Atlas.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
1997
IEEE Trans. Medical Imaging, 1997
1996
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996
Comparison and evaluation of retrospective intermodality image registration techniques.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1995
Protocol for the clinical functionality assessment of a workstation for stereotactic neurosurgery.
IEEE Trans. Medical Imaging, 1995
Computer-Aided Interactive Object Delineation Using an Intelligent Paintbrush Technique.
Proceedings of the Computer Vision, 1995
Proceedings of the Computer Vision, 1995
1994
Pattern Recognit. Lett., 1994
Continuous voxel classification by stochastic relaxation: theory and application to MR imaging and MR angiography.
Image Vis. Comput., 1994
1993
Continuous Voxel Classification by Stochastic Relaxation: Theory and Application to MR Imaging and MR Angiography.
Proceedings of the Information Processing in Medical Imaging, 1993
1992
Proceedings of the 1992 Workshop on Volume Visualization, 1992
Local filtering and global optimization methods for 3-D magnetic-resonance angiography image enhancement.
Proceedings of the Visualization in Biomedical Computing '92, 1992