Local filtering and global optimization methods for 3-D magnetic-resonance angiography image enhancement. - Dirk Vandermeulen; D. Delaere; Paul Suetens; Hilde Bosmans; Guy Marchal (VBC, 1992)

Integrated Visualization of Brain Anatomy and Cerebral Blood Vessels. - Dirk Vandermeulen; Peter Plets; Steven Ramkers; Paul Suetens; Guy Marchal (VVS, 1992)

Continuous Voxel Classification by Stochastic Relaxation: Theory and Application to MR Imaging and MR Angiography. - Dirk Vandermeulen; Rudi Verbeeck; L. Berben; Paul Suetens; Guy Marchal (IPMI, 1993)

Computer assisted stereotactic neurosurgery. - Rudi Verbeeck; Dirk Vandermeulen; Johan Michiels; Paul Suetens; Guy Marchal; Jan M. Gybels; Bart Nuttin (Image Vis. Comput., 1993)

Continuous voxel classification by stochastic relaxation: theory and application to MR imaging and MR angiography. - Dirk Vandermeulen; Rudi Verbeeck; L. Berben; D. Delaere; Paul Suetens; Guy Marchal (Image Vis. Comput., 1994)

Registration of 3D multi-modality medical images using surfaces and point landmarks. - André Collignon; Dirk Vandermeulen; Paul Suetens; Guy Marchal (Pattern Recognit. Lett., 1994)

3D Multi-Modality Medical Image Registration Using Feature Space Clustering. - André Collignon; Dirk Vandermeulen; Paul Suetens; Guy Marchal (CVRMed, 1995)

Computer-Aided Interactive Object Delineation Using an Intelligent Paintbrush Technique. - Frederik Maes; Dirk Vandermeulen; Paul Suetens; Guy Marchal (CVRMed, 1995)

Protocol for the clinical functionality assessment of a workstation for stereotactic neurosurgery. - Rudi Verbeeck; Johan Michiels; Bart Nuttin; Michael Knauth; Dirk Vandermeulen; Paul Suetens; Guy Marchal; Jan M. Gybels (IEEE Trans. Medical Imaging, 1995)

Accurate segmentation of blood vessels from 3D medical images. - Bert Verdonck; Isabelle Bloch; Henri Maître; Dirk Vandermeulen; Paul Suetens; Guy Marchal (ICIP (3), 1996)

Comparison and evaluation of retrospective intermodality image registration techniques. - Jay B. West; J. Michael Fitzpatrick; Matthew Yang Wang; Benoit M. Dawant; Calvin R. Maurer Jr.; Robert M. Kessler; Robert J. Maciunas; Christian Barillot; Didier Lemoine; André M. F. Collignon; Frederik Maes; Paul Suetens; et al. (Image Processing, 1996)

Unsupervised Regularized Classification of Multi-Spectral MRI. - Dirk Vandermeulen; Xavier Descombes; Paul Suetens; Guy Marchal (VBC, 1996)

Multimodality Image Registration by Maximization of Mutual Information. - Frederik Maes; André Collignon; Dirk Vandermeulen; Guy Marchal; Paul Suetens (IEEE Trans. Medical Imaging, 1997)

Non-rigid Multimodal Image Registration Using Mutual Information. - Tom Gaens; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI, 1998)

Automatic Segmentation of Brain Tissues and MR Bias Field Correction Using a Cigital Brain Atlas. - Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI, 1998)

Automatic 3D segmentation of internal structures of the head in MR images using a combination of similarity and free-form transformations. - Benoit M. Dawant; Jean-Philippe Thirion; Frederik Maes; Dirk Vandermeulen; Philippe Demaerel (Image Processing, 1998)

The EASI project-improving the effectiveness and quality of image-guided surgery. - Marcel Breeuwer; John P. Wadley; H. L. T. de Bliek; Johannes Buurman; Paul Desmedt; Paul M. C. Gieles; Frans A. Gerritsen; Neil L. Dorward; N. D. Kitchen; B. Velani; D. G. T. Thomas; Onno Wink; et al. (IEEE Trans. Inf. Technol. Biomed., 1998)

Active Shape Model-Based Segmentation of Digital X-ray Images. - Gert Behiels; Dirk Vandermeulen; Frederik Maes; Paul Suetens; Piet Dewaele (MICCAI, 1999)

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 (MICCAI, 1999)

Quantification of Cerebral Grey and White Matter Asymmetry from MRI. - Frederik Maes; Koen Van Leemput; Lynn E. DeLisi; Dirk Vandermeulen; Paul Suetens (MICCAI, 1999)

Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information. - Frederik Maes; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 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. - Benoit M. Dawant; Steven L. Hartmann; Jean-Philippe Thirion; Frederik Maes; Dirk Vandermeulen; Philippe Demaerel (IEEE Trans. Medical Imaging, 1999)

Automated model-based bias field correction of MR images of the brain. - Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 1999)

Automated Model-Based Tissue Classification of MR Images of the Brain. - Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 1999)

Emerging Possibilities of Image Processing and how this will influence Radiological-Clinical Cooperation. - Erwin Bellon; Michel Feron; Werner Aerts; J. Wauters; Johan Van Cleynenbreugel; Dirk Vandermeulen; Frederik Maes; Filip Schutyser; Stijn De Buck; Guy Marchal; Paul Suetens (EuroPACS, 2000)

A Statistical Framework for Partial Volume Segmentation. - Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI, 2001)

Validation of Nonlinear Spatial Filtering to Improve Tissue Segmentation of MR Brain Images. - Siddharth Srivastava 005; Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI, 2001)

Automated Segmentation of Multiple Sclerosis Lesions by Model Outlier Detection. - Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Alan C. F. Colchester; Paul Suetens (IEEE Trans. Medical Imaging, 2001)

Modeling shapes and textures from images: new frontiers. - Luc Van Gool; Dirk Vandermeulen; Gregor Arthur Kalberer; Tinne Tuytelaars; Alexey Zalesny (3DPVT, 2002)

Evaluation of image features and search strategies for segmentation of bone structures in radiographs using Active Shape Models. - Gert Behiels; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 2002)

Retrospective correction of the heel effect in hand radiographs. - Gert Behiels; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 2002)

Non-rigid Image Registration Using a Statistical Spline Deformation Model. - Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IPMI, 2003)

Temporal Subtraction of Thorax CR Images. - Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI (1), 2003)

An Automated 3D Algorithm for Neo-cortical Thickness Measurement. - Siddharth Srivastava 005; Frederik Maes; Dirk Vandermeulen; Patrick Dupont; Wim Van Paesschen; Paul Suetens (MICCAI (2), 2003)

Free-Form Registration Using Mutual Information and Curvature Regularization. - Emiliano D'Agostino; Jan Modersitzki; Frederik Maes; Dirk Vandermeulen; Bernd Fischer 001; Paul Suetens (WBIR, 2003)

A viscous fluid model for multimodal non-rigid image registration using mutual information. - Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 2003)

Medical image registration using mutual information. - Frederik Maes; Dirk Vandermeulen; Paul Suetens (Proc. IEEE, 2003)

A Unifying Framework for Partial Volume Segmentation of Brain MR Images. - Koen Van Leemput; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 2003)

Temporal subtraction of thorax CR-images using a statistical deformation model. - Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 2003)

Feature Based Statistical Analysis of Structural MR Data for Automatic Detection of Focal Cortical Dysplastic (FCD) Lesions. - Siddharth Srivastava 005; Dirk Vandermeulen; Frederik Maes; Paul Suetens; Wim Van Paesschen; Patrick Dupont (ISBI, 2004)

Non-rigid Atlas-to-Image Registration by Minimization of Class-Conditional Image Entropy. - Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI (1), 2004)

Nonrigid Image Registration Using Free-Form Deformations with a Local Rigidity Constraint. - Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI (1), 2004)

Construction of a Brain Template from MR Images Using State-of-the-Art Registration and Segmentation Techniques. - Dieter Seghers; Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI (1), 2004)

Effects of Anatomical Asymmetry in Spatial Priors on Model-Based Segmentation of the Brain MRI: A Validation Study. - Siddharth Srivastava 005; Frederik Maes; Dirk Vandermeulen; Wim Van Paesschen; Patrick Dupont; Paul Suetens (MICCAI (1), 2004)

Partial Surface Integration Based on Variational Implicit Functions and Surfaces for 3D Model Building. - Peter Claes; Dirk Vandermeulen; Luc Van Gool; Paul Suetens (3DIM, 2005)

Robust and Accurate Partial Surface Registration Based on Variational Implicit Surfaces for Automatic 3D Model Building. - Peter Claes; Dirk Vandermeulen; Luc Van Gool; Paul Suetens (3DIM, 2005)

Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation. - Qian Wang; Dieter Seghers; Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens; Alexander Hammers (IPMI, 2005)

Plaque and Stent Artifact Reduction in Subtraction CT Angiography Using Nonrigid Registration and a Volume Penalty. - Dirk Loeckx; Stylianos Drisis; Frederik Maes; Dirk Vandermeulen; Guy Marchal; Paul Suetens (MICCAI (2), 2005)

Automatic analysis of cerebral asymmetry: an exploratory study of the relationship between brain torque and planum temporale asymmetry. - Thomas R. Barrick; Clare E. Mackay; Sylvain Prima; Frederik Maes; Dirk Vandermeulen; Timothy J. Crow; Neil Roberts (NeuroImage, 2005)

Feature-based statistical analysis of structural MR data for automatic detection of focal cortical dysplastic lesions. - Siddharth Srivastava 005; Frederik Maes; Dirk Vandermeulen; Wim Van Paesschen; Patrick Dupont; Paul Suetens (NeuroImage, 2005)

Large-scale validation of non-rigid registration algorithms for atlas-based brain image segmentation. - Qian Wang; Emiliano D'Agostino; Dieter Seghers; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Image Processing, 2006)

Non-rigid brain image registration using a statistical deformation model. - Jeroen Wouters; Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Image Processing, 2006)

A Unified Framework for Atlas Based Brain Image Segmentation and Registration. - Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (WBIR, 2006)

Comparison Between Parzen Window Interpolation and Generalised Partial Volume Estimation for Nonrigid Image Registration Using Mutual Information. - Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (WBIR, 2006)

Statistically Deformable Face Models for Cranio-Facial Reconstruction. - Peter Claes; Dirk Vandermeulen; Sven De Greef; Guy Willems; Paul Suetens (J. Comput. Inf. Technol., 2006)

An information theoretic approach for non-rigid image registration using voxel class probabilities. - Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 2006)

A Statistical Approach to Determine Symmetrical Solutions for the Registration of 3D Knee Implant Models to Sagittal Fluoroscopy Images. - Jeroen Hermans; Johan Bellemans; Dirk Vandermeulen; Paul Suetens (ICCV, 2007)

Atlas-to-Image Non-rigid Registration by Minimization of Conditional Local Entropy. - Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IPMI, 2007)

Robust initialization for 2D/3D registration of knee implant models to single-plane fluoroscopy. - Jeroen Hermans; Peter Claes; Johan Bellemans; Dirk Vandermeulen; Paul Suetens (Image Processing, 2007)

A robust optimization strategy for intensity-based 2D/3D registration of knee implant models to single-plane fluoroscopy. - Jeroen Hermans; Peter Claes; Johan Bellemans; Dirk Vandermeulen; Paul Suetens (Image Processing, 2007)

Linear normalization of MR brain images in pediatric patients with periventricular leukomalacia. - Bart Machilsen; Emiliano D'Agostino; Frederik Maes; Dirk Vandermeulen; Horst K. Hahn; Lieven Lagae; Peter Stiers (NeuroImage, 2007)

Minimal Shape and Intensity Cost Path Segmentation. - Dieter Seghers; Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 2007)

A statistical framework for the registration of 3D knee implant components to single-plane X-ray images. - Jeroen Hermans; Johan Bellemans; Frederik Maes; Dirk Vandermeulen; Paul Suetens (CVPR Workshops, 2008)

Model-Based Segmentation Using Graph Representations. - Dieter Seghers; Jeroen Hermans; Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MICCAI (1), 2008)

Isometric Deformation Modelling for Object Recognition. - Dirk Smeets; Thomas Fabry; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (CAIP, 2009)

Image Segmentation Using Graph Representations and Local Appearance and Shape Models. - Johannes Keustermans; Dieter Seghers; Wouter Mollemans; Dirk Vandermeulen; Paul Suetens (GbRPR, 2009)

Segmentation of lung vessel trees by global optimization. - Pieter Bruyninckx; Dirk Loeckx; Dirk Vandermeulen; Paul Suetens (Image Processing, 2009)

SHREC'10 Track: Non-rigid 3D Shape Retrieval. - Zhouhui Lian; Afzal Godil; Thomas Fabry; Takahiko Furuya; Jeroen Hermans; Ryutarou Ohbuchi; Chang Shu 001; Dirk Smeets; Paul Suetens; Dirk Vandermeulen; Stefanie Wuhrer (3DOR@Eurographics, 2010)

Inelastic Deformation Invariant Modal Representation for Non-rigid 3D Object Recognition. - Dirk Smeets; Thomas Fabry; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (AMDO, 2010)

Feature detection on 3D face surfaces for pose normalisation and recognition. - Chris Maes; Thomas Fabry; Johannes Keustermans; Dirk Smeets; Paul Suetens; Dirk Vandermeulen (BTAS, 2010)

Automated Cephalometric Landmark Identification Using Shape and Local Appearance Models. - Johannes Keustermans; Wouter Mollemans; Dirk Vandermeulen; Paul Suetens (ICPR, 2010)

Fusion of an Isometric Deformation Modeling Approach Using Spectral Decomposition and a Region-Based Approach Using ICP for Expression-Invariant 3D Face Recognition. - Dirk Smeets; Thomas Fabry; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (ICPR, 2010)

Voxel based nonrigid image registration using local and partial volume similarity measures. - Dirk Loeckx; Frederik Maes; Dirk Vandermeulen; Paul Suetens (ISBI, 2010)

SPARC: unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images. - Annemie Ribbens; Jeroen Hermans; Frederik Maes; Dirk Vandermeulen; Paul Suetens (ISBI, 2010)

Segmentation of liver portal veins by global optimization. - Pieter Bruyninckx; Dirk Loeckx; Dirk Vandermeulen; Paul Suetens (Computer-Aided Diagnosis, 2010)

Semisupervised Probabilistic Clustering of Brain MR Images Including Prior Clinical Information. - Annemie Ribbens; Frederik Maes; Dirk Vandermeulen; Paul Suetens (MCV, 2010)

Semi-automatic level set segmentation of liver tumors combining a spiral-scanning technique with supervised fuzzy pixel classification. - Dirk Smeets; Dirk Loeckx; Bert Stijnen; Bart De Dobbelaer; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 2010)

Nonrigid Image Registration Using Conditional Mutual Information. - Dirk Loeckx; Pieter Slagmolen; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 2010)

SHREC '11: Robust Feature Detection and Description Benchmark. - Edmond Boyer; Alexander M. Bronstein; Michael M. Bronstein; Benjamin Bustos; Tal Darom; Radu Horaud; Ingrid Hotz; Yosi Keller; Johannes Keustermans; Artiom Kovnatsky; Roee Litman; Jan Reininghaus; et al. (3DOR@Eurographics, 2011)

SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes. - Zhouhui Lian; Afzal Godil; Benjamin Bustos; Mohamed Daoudi; Jeroen Hermans; Shun Kawamura; Yukinori Kurita; Guillaume Lavoué; Hien Van Nguyen; Ryutarou Ohbuchi; Yuki Ohkita; Yuya Ohishi; et al. (3DOR@Eurographics, 2011)

SHREC '11 Track: 3D Face Models Retrieval. - Remco C. Veltkamp; Stefan van Jole; Hassen Drira; Boulbaba Ben Amor; Mohamed Daoudi; Huibin Li; Liming Chen 002; Peter Claes; Dirk Smeets; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (3DOR@Eurographics, 2011)

Robust point set registration using EM-ICP with information-theoretically optimal outlier handling. - Jeroen Hermans; Dirk Smeets; Dirk Vandermeulen; Paul Suetens (CVPR, 2011)

Dense shape correspondences using spectral high-order graph matching. - Dirk Smeets; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (CVPR Workshops, 2011)

Symmetric surface-feature based 3D face recognition for partial data. - Dirk Smeets; Johannes Keustermans; Jeroen Hermans; Peter Claes; Dirk Vandermeulen; Paul Suetens (IJCB, 2011)

CT-based robust statistical shape modeling for forensic craniofacial reconstruction. - E. Bruynooghe; Johannes Keustermans; Dirk Smeets; F. Tilotta; Peter Claes; Dirk Vandermeulen (ICDP, 2011)

Automated Cephalometric Landmark Localization Using Sparse Shape and Appearance Models. - Johannes Keustermans; Dirk Smeets; Dirk Vandermeulen; Paul Suetens (MLMI, 2011)

Probabilistic framework for subject-specific and population-based analysis of longitudinal changes and disease progression in brain MR images. - Annemie Ribbens; Jeroen Hermans; Frederik Maes; Dirk Vandermeulen; Paul Suetens (Image Processing, 2011)

SHREC 2011: robust feature detection and description benchmark - Edmond Boyer; Alexander M. Bronstein; Michael M. Bronstein; Benjamin Bustos; Tal Darom; Radu Horaud; Ingrid Hotz; Yosi Keller; Johannes Keustermans; Artiom Kovnatsky; Roee Litman; Jan Reininghaus; et al. (CoRR, 2011)

Feature-based piecewise rigid registration in 2-D medical images. - Dirk Smeets; Johannes Keustermans; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (ISBI, 2012)

Integrating Statistical Shape Models into a Graph Cut Framework for Tooth Segmentation. - Johannes Keustermans; Dirk Vandermeulen; Paul Suetens (MLMI, 2012)

Isometric deformation invariant 3D shape recognition. - Dirk Smeets; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (Pattern Recognit., 2012)

A Comparative Study of 3-D Face Recognition Under Expression Variations. - Dirk Smeets; Peter Claes; Jeroen Hermans; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Syst. Man Cybern. Part C, 2012)

meshSIFT: Local surface features for 3D face recognition under expression variations and partial data. - Dirk Smeets; Johannes Keustermans; Dirk Vandermeulen; Paul Suetens (Comput. Vis. Image Underst., 2013)

A comparison of methods for non-rigid 3D shape retrieval. - Zhouhui Lian; Afzal Godil; Benjamin Bustos; Mohamed Daoudi; Jeroen Hermans; Shun Kawamura; Yukinori Kurita; Guillaume Lavoué; Hien Van Nguyen; Ryutarou Ohbuchi; Yuki Ohkita; Yuya Ohishi; et al. (Pattern Recognit., 2013)

Automatic Location of Landmarks used in Manual Anthropometry. - Andrea Giachetti 001; E. Mazzi; Francesco Piscitelli; Masaki Aono; A. Ben Hamza; Thomas Bonis; Peter Claes; Afzal Godil; Chunyuan Li; Maks Ovsjanikov; Viorica Patraucean; Chang Shu 001; et al. (3DOR@Eurographics, 2014)

Bipolar Comparison of 3D Ear Models. - Guy De Tré; Dirk Vandermeulen; Jeroen Hermans; Peter Claes; Joachim Nielandt; Antoon Bronselaer (IPMU (3), 2014)

Unsupervised Segmentation, Clustering, and Groupwise Registration of Heterogeneous Populations of Brain MR Images. - Annemie Ribbens; Jeroen Hermans; Frederik Maes; Dirk Vandermeulen; Paul Suetens (IEEE Trans. Medical Imaging, 2014)

Automatic Detection of Myocardial Infarction Through a Global Shape Feature Based on Local Statistical Modeling. - Mahdi Tabassian; Martino Alessandrini; Peter Claes; Luca De Marchi; Dirk Vandermeulen; Guido Masetti; Jan D'hooge (STACOM@MICCAI, 2015)

Human Centric Recognition of 3D Ear Models. - Guy De Tré; Robin De Mol; Dirk Vandermeulen; Peter Claes; Jeroen Hermans; Joachim Nielandt (Int. J. Comput. Intell. Syst., 2016)

Contra-Lateral Information CNN for Core Lesion Segmentation Based on Native CTP in Acute Stroke. - Jeroen Bertels; David Robben; Dirk Vandermeulen; Paul Suetens (BrainLes@MICCAI (1), 2018)

Preprocessing of Heteroscedastic Medical Images. - Philip Joris; Wim De Maerteleire; Wim Van De Voorde; Paul Suetens; Frederik Maes; Dirk Vandermeulen; Peter Claes (IEEE Access, 2018)

Optimization with Soft Dice Can Lead to a Volumetric Bias. - Jeroen Bertels; David Robben; Dirk Vandermeulen; Paul Suetens (BrainLes@MICCAI (1), 2019)

Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice. - Jeroen Bertels; Tom Eelbode; Maxim Berman; Dirk Vandermeulen; Frederik Maes; Raf Bisschops; Matthew B. Blaschko (MICCAI (2), 2019)

Detection of Vertebral Fractures in CT Using 3D Convolutional Neural Networks. - Joeri Nicolaes; Steven Raeymaeckers; David Robben; Guido Wilms; Dirk Vandermeulen; Cesar Libanati; Marc Debois (CSI@MICCAI, 2019)

Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice. - Jeroen Bertels; Tom Eelbode; Maxim Berman; Dirk Vandermeulen; Frederik Maes; Raf Bisschops; Matthew B. Blaschko (CoRR, 2019)

Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients. - Sofie Tilborghs; Ine Dirks; Lucas Fidon; Siri Willems; Tom Eelbode; Jeroen Bertels; Bart Ilsen; Arne Brys; Adriana Dubbeldam; Nico Buls; Panagiotis Gonidakis; Sebastián Amador Sánchez; et al. (CoRR, 2020)

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. - Abel Díaz Berenguer; Hichem Sahli; Boris Joukovsky; Maryna Kvasnytsia; Ine Dirks; Mitchel Alioscha-Pérez; Nikos Deligiannis; Panagiotis Gonidakis; Sebastián Amador Sánchez; Redona Brahimetaj; Evgenia Papavasileiou; Jonathan Cheung-Wai Chan; et al. (CoRR, 2020)

Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index. - Tom Eelbode; Jeroen Bertels; Maxim Berman; Dirk Vandermeulen; Frederik Maes; Raf Bisschops; Matthew B. Blaschko (IEEE Trans. Medical Imaging, 2020)

Unsupervised Diffeomorphic Surface Registration and Non-linear Modelling. - Balder Croquet; Daan Christiaens; Seth M. Weinberg; Michael M. Bronstein; Dirk Vandermeulen; Peter Claes (MICCAI (4), 2021)

On the Relationship Between Calibrated Predictors and Unbiased Volume Estimation. - Teodora Popordanoska; Jeroen Bertels; Dirk Vandermeulen; Frederik Maes; Matthew B. Blaschko (MICCAI (1), 2021)

Improving T1w MRI-based brain tumor segmentation using cross-modal distillation. - Masoomeh Rahimpour; Jeroen Bertels; Dirk Vandermeulen; Frederik Maes; Karolien Goffin; Michel Koole (Image Processing, 2021)

Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty. - Jeroen Bertels; David Robben; Dirk Vandermeulen; Paul Suetens (Medical Image Anal., 2021)

The Dice Loss in the Context of Missing or Empty Labels: Introducing $ varPhi $ and ε. - Sofie Tilborghs; Jeroen Bertels; David Robben; Dirk Vandermeulen; Frederik Maes (MICCAI (5), 2022)

The Dice loss in the context of missing or empty labels: Introducing Φ and ε. - Sofie Tilborghs; Jeroen Bertels; David Robben; Dirk Vandermeulen; Frederik Maes (CoRR, 2022)

Final infarct prediction in acute ischemic stroke. - Jeroen Bertels; David Robben; Dirk Vandermeulen; Robin Lemmens (CoRR, 2022)

Convolutional neural networks for medical image segmentation. - Jeroen Bertels; David Robben; Robin Lemmens; Dirk Vandermeulen (CoRR, 2022)

DeepVoxNet2: Yet another CNN framework. - Jeroen Bertels; David Robben; Robin Lemmens; Dirk Vandermeulen (CoRR, 2022)

Deep learning-based dental implant recognition using synthetic X-ray images. - Aviwe Kohlakala; Johannes Coetzer; Jeroen Bertels; Dirk Vandermeulen (Medical Biol. Eng. Comput., 2022)

Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences. - Masoomeh Rahimpour; Jeroen Bertels; Ahmed Radwan; Henri Vandermeulen; Stefan Sunaert; Dirk Vandermeulen; Frederik Maes; Karolien Goffin; Michel Koole (IEEE Trans. Biomed. Eng., 2022)

From Brain Tissue Infarction at 24 Hours to Patient Functional Outcome at 90 Days Using Deep Learning. - Marie Ulens; Jeroen Bertels; Ewout Heylen; Julie Lambert; Jelle Demeestere; Robin Lemmens; Dirk Vandermeulen; Frederik Maes (BrainLes/SWITCH@MICCAI, 2023)