Dirk Vandermeulen

According to our database1, Dirk Vandermeulen authored at least 109 papers between 1992 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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

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

Detection of Vertebral Fractures in CT Using 3D Convolutional Neural Networks.
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

Optimization with Soft Dice Can Lead to a Volumetric Bias.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018
Preprocessing of Heteroscedastic Medical Images.
IEEE Access, 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
Human Centric Recognition of 3D Ear Models.
Int. J. Comput. Intell. Syst., 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

Bipolar Comparison of 3D Ear Models.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Automatic Location of Landmarks used in Manual Anthropometry.
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

2013
A comparison of methods for non-rigid 3D shape retrieval.
Pattern Recognit., 2013

meshSIFT: Local surface features for 3D face recognition under expression variations and partial data.
Comput. Vis. Image Underst., 2013

2012
A Comparative Study of 3-D Face Recognition Under Expression Variations.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Isometric deformation invariant 3D shape recognition.
Pattern Recognit., 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

Feature-based piecewise rigid registration in 2-D medical images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
SHREC 2011: robust feature detection and description benchmark
CoRR, 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

CT-based robust statistical shape modeling for forensic craniofacial reconstruction.
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011

Symmetric surface-feature based 3D face recognition for partial data.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Dense shape correspondences using spectral high-order graph matching.
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

SHREC '11 Track: 3D Face Models Retrieval.
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes.
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011


2010
Nonrigid Image Registration Using Conditional Mutual Information.
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

Segmentation of liver portal veins by global optimization.
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

Feature detection on 3D face surfaces for pose normalisation and recognition.
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

SHREC'10 Track: Non-rigid 3D Shape Retrieval.
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

2009
Segmentation of lung vessel trees by global optimization.
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

Isometric Deformation Modelling for Object Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Model-Based Segmentation Using Graph Representations.
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
Minimal Shape and Intensity Cost Path Segmentation.
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

Atlas-to-Image Non-rigid Registration by Minimization of Conditional Local Entropy.
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

Statistically Deformable Face Models for Cranio-Facial Reconstruction.
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

A Unified Framework for Atlas Based Brain Image Segmentation and Registration.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

Non-rigid brain image registration using a statistical deformation model.
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
Temporal subtraction of thorax CR-images using a statistical deformation model.
IEEE Trans. Medical Imaging, 2003

A Unifying Framework for Partial Volume Segmentation of Brain MR Images.
IEEE Trans. Medical Imaging, 2003

Medical image registration using mutual information.
Proceedings of the IEEE, 2003

A viscous fluid model for multimodal non-rigid image registration using mutual information.
Medical Image Anal., 2003

Free-Form Registration Using Mutual Information and Curvature Regularization.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

An Automated 3D Algorithm for Neo-cortical Thickness Measurement.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Temporal Subtraction of Thorax CR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Non-rigid Image Registration Using a Statistical Spline Deformation Model.
Proceedings of the Information Processing in Medical Imaging, 2003

2002
Retrospective correction of the heel effect in hand radiographs.
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

Modeling shapes and textures from images: new frontiers.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Automated Segmentation of Multiple Sclerosis Lesions by Model Outlier Detection.
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

A Statistical Framework for Partial Volume Segmentation.
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
Automated Model-Based Tissue Classification of MR Images of the Brain.
IEEE Trans. Medical Imaging, 1999

Automated model-based bias field correction of MR images of the brain.
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

Quantification of Cerebral Grey and White Matter Asymmetry from MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Automated Segmentation of MS Lesions from Multi-channel MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Active Shape Model-Based Segmentation of Digital X-ray Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

1998
The EASI project-improving the effectiveness and quality of image-guided surgery.
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

Non-rigid Multimodal Image Registration Using Mutual Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

1997
Multimodality Image Registration by Maximization of Mutual Information.
IEEE Trans. Medical Imaging, 1997

1996
Unsupervised Regularized Classification of Multi-Spectral MRI.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996


Accurate segmentation of blood vessels from 3D medical images.
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

3D Multi-Modality Medical Image Registration Using Feature Space Clustering.
Proceedings of the Computer Vision, 1995

1994
Registration of 3D multi-modality medical images using surfaces and point landmarks.
Pattern Recognit. Lett., 1994

Continuous voxel classification by stochastic relaxation: theory and application to MR imaging and MR angiography.
Image Vis. Comput., 1994

1993
Computer assisted stereotactic neurosurgery.
Image Vis. Comput., 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
Integrated Visualization of Brain Anatomy and Cerebral Blood Vessels.
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


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