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Journal Articles
- 2022
[j36]Aviwe Kohlakala
, Johannes Coetzer, Jeroen Bertels, Dirk Vandermeulen:
Deep learning-based dental implant recognition using synthetic X-ray images. Medical Biol. Eng. Comput. 60(10): 2951-2968 (2022)- [j35]Masoomeh Rahimpour, Jeroen Bertels, Ahmed Radwan, Henri Vandermeulen, Stefan Sunaert, Dirk Vandermeulen, Frederik Maes, Karolien Goffin, Michel Koole:
Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences. IEEE Trans. Biomed. Eng. 69(7): 2153-2164 (2022) - 2021
- [j34]Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens:
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty. Medical Image Anal. 67: 101833 (2021) - 2020
- [j33]Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko:
Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index. IEEE Trans. Medical Imaging 39(11): 3679-3690 (2020) - 2018
- [j32]Philip Joris, Wim De Maerteleire, Wim Van De Voorde, Paul Suetens, Frederik Maes, Dirk Vandermeulen, Peter Claes:
Preprocessing of Heteroscedastic Medical Images. IEEE Access 6: 26047-26058 (2018) - 2016
- [j31]Guy De Tré, Robin De Mol, Dirk Vandermeulen, Peter Claes, Jeroen Hermans, Joachim Nielandt:
Human Centric Recognition of 3D Ear Models. Int. J. Comput. Intell. Syst. 9(2): 296-310 (2016) - 2014
- [j30]Annemie Ribbens, Jeroen Hermans, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Unsupervised Segmentation, Clustering, and Groupwise Registration of Heterogeneous Populations of Brain MR Images. IEEE Trans. Medical Imaging 33(2): 201-224 (2014) - 2013
- [j29]Dirk Smeets, Johannes Keustermans, Dirk Vandermeulen, Paul Suetens:
meshSIFT: Local surface features for 3D face recognition under expression variations and partial data. Comput. Vis. Image Underst. 117(2): 158-169 (2013) - [j28]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, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen:
A comparison of methods for non-rigid 3D shape retrieval. Pattern Recognit. 46(1): 449-461 (2013) - 2012
- [j27]Dirk Smeets, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
Isometric deformation invariant 3D shape recognition. Pattern Recognit. 45(7): 2817-2831 (2012) - [j26]Dirk Smeets, Peter Claes, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
A Comparative Study of 3-D Face Recognition Under Expression Variations. IEEE Trans. Syst. Man Cybern. Part C 42(5): 710-727 (2012) - 2010
- [j25]Dirk Smeets, Dirk Loeckx, Bert Stijnen, Bart De Dobbelaer, Dirk Vandermeulen, Paul Suetens:
Semi-automatic level set segmentation of liver tumors combining a spiral-scanning technique with supervised fuzzy pixel classification. Medical Image Anal. 14(1): 13-20 (2010) - [j24]Dirk Loeckx, Pieter Slagmolen, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Nonrigid Image Registration Using Conditional Mutual Information. IEEE Trans. Medical Imaging 29(1): 19-29 (2010) - 2007
- [j23]Bart Machilsen, Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Horst K. Hahn, Lieven Lagae, Peter Stiers:
Linear normalization of MR brain images in pediatric patients with periventricular leukomalacia. NeuroImage 35(2): 686-697 (2007) - [j22]Dieter Seghers, Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Minimal Shape and Intensity Cost Path Segmentation. IEEE Trans. Medical Imaging 26(8): 1115-1129 (2007) - 2006
- [j21]Peter Claes, Dirk Vandermeulen, Sven De Greef, Guy Willems, Paul Suetens:
Statistically Deformable Face Models for Cranio-Facial Reconstruction. J. Comput. Inf. Technol. 14(1): 21-30 (2006) - [j20]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
An information theoretic approach for non-rigid image registration using voxel class probabilities. Medical Image Anal. 10(3): 413-431 (2006) - 2005
- [j19]Thomas R. Barrick, Clare E. Mackay, Sylvain Prima, Frederik Maes, Dirk Vandermeulen, Timothy J. Crow, Neil Roberts:
Automatic analysis of cerebral asymmetry: an exploratory study of the relationship between brain torque and planum temporale asymmetry. NeuroImage 24(3): 678-691 (2005) - [j18]Siddharth Srivastava, Frederik Maes, Dirk Vandermeulen, Wim Van Paesschen, Patrick Dupont, Paul Suetens:
Feature-based statistical analysis of structural MR data for automatic detection of focal cortical dysplastic lesions. NeuroImage 27(2): 253-266 (2005) - 2003
- [j17]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
A viscous fluid model for multimodal non-rigid image registration using mutual information. Medical Image Anal. 7(4): 565-575 (2003) - [j16]Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Medical image registration using mutual information. Proc. IEEE 91(10): 1699-1722 (2003) - [j15]Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
A Unifying Framework for Partial Volume Segmentation of Brain MR Images. IEEE Trans. Medical Imaging 22(1): 105-119 (2003) - [j14]Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Temporal subtraction of thorax CR-images using a statistical deformation model. IEEE Trans. Medical Imaging 22(11): 1490-1504 (2003) - 2002
- [j13]Gert Behiels, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Evaluation of image features and search strategies for segmentation of bone structures in radiographs using Active Shape Models. Medical Image Anal. 6(1): 47-62 (2002) - [j12]Gert Behiels, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Retrospective correction of the heel effect in hand radiographs. Medical Image Anal. 6(3): 183-190 (2002) - 2001
- [j11]Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Alan C. F. Colchester, Paul Suetens:
Automated Segmentation of Multiple Sclerosis Lesions by Model Outlier Detection. IEEE Trans. Medical Imaging 20(8): 677-688 (2001) - 1999
- [j10]Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information. Medical Image Anal. 3(4): 373-386 (1999) - [j9]Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Automated model-based bias field correction of MR images of the brain. IEEE Trans. Medical Imaging 18(10): 885-896 (1999) - [j8]Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Automated Model-Based Tissue Classification of MR Images of the Brain. IEEE Trans. Medical Imaging 18(10): 897-908 (1999) - [j7]Benoit M. Dawant, Steven L. Hartmann, Jean-Philippe Thirion, Frederik Maes, Dirk Vandermeulen, Philippe Demaerel:
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 18(10): 909-916 (1999) - 1998
- [j6]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, Jan D. Blankensteijn, Bert C. Eikelboom, W. P. Th. M. Mali, Max A. Viergever, Graeme P. Penney, Ronald P. Gaston, Derek L. G. Hill, Calvin R. Maurer Jr., David J. Hawkes, Frederik Maes, Dirk Vandermeulen, Rudi Verbeeck, Paul Suetens, Georg Schmitz, Thorsten M. Buzug, Cristian Lorenz, Jürgen Sabczynski, Jürgen Weese, W. Zylka, M. H. Kuhn:
The EASI project-improving the effectiveness and quality of image-guided surgery. IEEE Trans. Inf. Technol. Biomed. 2(3): 156-168 (1998) - 1997
- [j5]Frederik Maes, André Collignon, Dirk Vandermeulen, Guy Marchal, Paul Suetens:
Multimodality Image Registration by Maximization of Mutual Information. IEEE Trans. Medical Imaging 16(2): 187-198 (1997) - 1995
- [j4]Rudi Verbeeck, Johan Michiels, Bart Nuttin, Michael Knauth, Dirk Vandermeulen, Paul Suetens, Guy Marchal, Jan M. Gybels:
Protocol for the clinical functionality assessment of a workstation for stereotactic neurosurgery. IEEE Trans. Medical Imaging 14(3): 577-586 (1995) - 1994
- [j3]Dirk Vandermeulen, Rudi Verbeeck, L. Berben, D. Delaere, Paul Suetens, Guy Marchal:
Continuous voxel classification by stochastic relaxation: theory and application to MR imaging and MR angiography. Image Vis. Comput. 12(9): 559-572 (1994) - [j2]André Collignon, Dirk Vandermeulen, Paul Suetens, Guy Marchal:
Registration of 3D multi-modality medical images using surfaces and point landmarks. Pattern Recognit. Lett. 15(5): 461-467 (1994) - 1993
- [j1]Rudi Verbeeck, Dirk Vandermeulen, Johan Michiels, Paul Suetens, Guy Marchal, Jan M. Gybels, Bart Nuttin:
Computer assisted stereotactic neurosurgery. Image Vis. Comput. 11(8): 468-485 (1993)
Conference and Workshop Papers
- 2022
- [c80]Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes:
The Dice Loss in the Context of Missing or Empty Labels: Introducing $\varPhi $ and ε. MICCAI (5) 2022: 527-537 - 2021
- [c79]Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael M. Bronstein, Dirk Vandermeulen, Peter Claes:
Unsupervised Diffeomorphic Surface Registration and Non-linear Modelling. MICCAI (4) 2021: 118-128 - [c78]Teodora Popordanoska, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Matthew B. Blaschko:
On the Relationship Between Calibrated Predictors and Unbiased Volume Estimation. MICCAI (1) 2021: 678-688 - [c77]Masoomeh Rahimpour, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Karolien Goffin, Michel Koole:
Improving T1w MRI-based brain tumor segmentation using cross-modal distillation. Medical Imaging: Image Processing 2021 - 2019
- [c76]Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens:
Optimization with Soft Dice Can Lead to a Volumetric Bias. BrainLes@MICCAI (1) 2019: 89-97 - [c75]Joeri Nicolaes, Steven Raeymaeckers, David Robben, Guido Wilms, Dirk Vandermeulen, Cesar Libanati, Marc Debois:
Detection of Vertebral Fractures in CT Using 3D Convolutional Neural Networks. CSI@MICCAI 2019: 3-14 - [c74]Jeroen Bertels, Tom Eelbode, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko:
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice. MICCAI (2) 2019: 92-100 - 2018
- [c73]Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens:
Contra-Lateral Information CNN for Core Lesion Segmentation Based on Native CTP in Acute Stroke. BrainLes@MICCAI (1) 2018: 263-270 - 2015
- [c72]Mahdi Tabassian, Martino Alessandrini, Peter Claes, Luca De Marchi, Dirk Vandermeulen, Guido Masetti, Jan D'hooge:
Automatic Detection of Myocardial Infarction Through a Global Shape Feature Based on Local Statistical Modeling. STACOM@MICCAI 2015: 208-216 - 2014
- [c71]Andrea Giachetti, E. Mazzi, Francesco Piscitelli, Masaki Aono, A. Ben Hamza, Thomas Bonis, Peter Claes, Afzal Godil, Chunyuan Li, Maks Ovsjanikov, Viorica Patraucean, Chang Shu, J. Snyders, Paul Suetens, Atsushi Tatsuma, Dirk Vandermeulen, Stefanie Wuhrer, Pengcheng Xi:
Automatic Location of Landmarks used in Manual Anthropometry. 3DOR@Eurographics 2014: 93-100 - [c70]Guy De Tré, Dirk Vandermeulen, Jeroen Hermans, Peter Claes, Joachim Nielandt, Antoon Bronselaer:
Bipolar Comparison of 3D Ear Models. IPMU (3) 2014: 160-169 - 2012
- [c69]Dirk Smeets, Johannes Keustermans, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
Feature-based piecewise rigid registration in 2-D medical images. ISBI 2012: 696-699 - [c68]Johannes Keustermans, Dirk Vandermeulen, Paul Suetens:
Integrating Statistical Shape Models into a Graph Cut Framework for Tooth Segmentation. MLMI 2012: 242-249 - 2011
- [c67]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, Ivan Sipiran, Dirk Smeets, Paul Suetens, Dirk Vandermeulen, Andrei Zaharescu, Valentin Zobel:
SHREC '11: Robust Feature Detection and Description Benchmark. 3DOR@Eurographics 2011: 71-78 - [c66]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, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen:
SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes. 3DOR@Eurographics 2011: 79-88 - [c65]Remco C. Veltkamp, Stefan van Jole, Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Huibin Li, Liming Chen, Peter Claes, Dirk Smeets, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
SHREC '11 Track: 3D Face Models Retrieval. 3DOR@Eurographics 2011: 89-95 - [c64]Dirk Smeets, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
Dense shape correspondences using spectral high-order graph matching. CVPR Workshops 2011: 1-8 - [c63]Jeroen Hermans, Dirk Smeets, Dirk Vandermeulen, Paul Suetens:
Robust point set registration using EM-ICP with information-theoretically optimal outlier handling. CVPR 2011: 2465-2472 - [c62]Dirk Smeets, Johannes Keustermans, Jeroen Hermans, Peter Claes, Dirk Vandermeulen, Paul Suetens:
Symmetric surface-feature based 3D face recognition for partial data. IJCB 2011: 1-6 - [c61]E. Bruynooghe, Johannes Keustermans, Dirk Smeets, F. Tilotta, Peter Claes, Dirk Vandermeulen:
CT-based robust statistical shape modeling for forensic craniofacial reconstruction. ICDP 2011: 1-6 - [c60]Johannes Keustermans, Dirk Smeets, Dirk Vandermeulen, Paul Suetens:
Automated Cephalometric Landmark Localization Using Sparse Shape and Appearance Models. MLMI 2011: 249-256 - [c59]Annemie Ribbens, Jeroen Hermans, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Probabilistic framework for subject-specific and population-based analysis of longitudinal changes and disease progression in brain MR images. Medical Imaging: Image Processing 2011: 796219 - 2010
- [c58]Zhouhui Lian, Afzal Godil, Thomas Fabry, Takahiko Furuya, Jeroen Hermans, Ryutarou Ohbuchi, Chang Shu, Dirk Smeets, Paul Suetens, Dirk Vandermeulen, Stefanie Wuhrer:
SHREC'10 Track: Non-rigid 3D Shape Retrieval. 3DOR@Eurographics 2010: 101-108 - [c57]Dirk Smeets, Thomas Fabry, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
Inelastic Deformation Invariant Modal Representation for Non-rigid 3D Object Recognition. AMDO 2010: 162-171 - [c56]Chris Maes, Thomas Fabry, Johannes Keustermans, Dirk Smeets, Paul Suetens, Dirk Vandermeulen:
Feature detection on 3D face surfaces for pose normalisation and recognition. BTAS 2010: 1-6 - [c55]Dirk Smeets, Thomas Fabry, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
Fusion of an Isometric Deformation Modeling Approach Using Spectral Decomposition and a Region-Based Approach Using ICP for Expression-Invariant 3D Face Recognition. ICPR 2010: 1172-1175 - [c54]Johannes Keustermans, Wouter Mollemans, Dirk Vandermeulen, Paul Suetens:
Automated Cephalometric Landmark Identification Using Shape and Local Appearance Models. ICPR 2010: 2464-2467 - [c53]Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Voxel based nonrigid image registration using local and partial volume similarity measures. ISBI 2010: 348-351 - [c52]Annemie Ribbens, Jeroen Hermans, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
SPARC: unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images. ISBI 2010: 856-859 - [c51]Pieter Bruyninckx, Dirk Loeckx, Dirk Vandermeulen, Paul Suetens:
Segmentation of liver portal veins by global optimization. Medical Imaging: Computer-Aided Diagnosis 2010: 76241Z - [c50]Annemie Ribbens, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Semisupervised Probabilistic Clustering of Brain MR Images Including Prior Clinical Information. MCV 2010: 184-194 - 2009
- [c49]Dirk Smeets, Thomas Fabry, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
Isometric Deformation Modelling for Object Recognition. CAIP 2009: 757-765 - [c48]Johannes Keustermans, Dieter Seghers, Wouter Mollemans, Dirk Vandermeulen, Paul Suetens:
Image Segmentation Using Graph Representations and Local Appearance and Shape Models. GbRPR 2009: 353-365 - [c47]Pieter Bruyninckx, Dirk Loeckx, Dirk Vandermeulen, Paul Suetens:
Segmentation of lung vessel trees by global optimization. Medical Imaging: Image Processing 2009: 725912 - 2008
- [c46]Jeroen Hermans, Johan Bellemans, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
A statistical framework for the registration of 3D knee implant components to single-plane X-ray images. CVPR Workshops 2008: 1-8 - [c45]Dieter Seghers, Jeroen Hermans, Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Model-Based Segmentation Using Graph Representations. MICCAI (1) 2008: 393-400 - 2007
- [c44]Jeroen Hermans, Johan Bellemans, Dirk Vandermeulen, Paul Suetens:
A Statistical Approach to Determine Symmetrical Solutions for the Registration of 3D Knee Implant Models to Sagittal Fluoroscopy Images. ICCV 2007: 1-8 - [c43]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Atlas-to-Image Non-rigid Registration by Minimization of Conditional Local Entropy. IPMI 2007: 320-332 - [c42]Dirk Loeckx, Pieter Slagmolen, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Nonrigid Image Registration Using Conditional Mutual Information. IPMI 2007: 725-737 - [c41]Jeroen Hermans, Peter Claes, Johan Bellemans, Dirk Vandermeulen, Paul Suetens:
Robust initialization for 2D/3D registration of knee implant models to single-plane fluoroscopy. Medical Imaging: Image Processing 2007: 651208 - [c40]Jeroen Hermans, Peter Claes, Johan Bellemans, Dirk Vandermeulen, Paul Suetens:
A robust optimization strategy for intensity-based 2D/3D registration of knee implant models to single-plane fluoroscopy. Medical Imaging: Image Processing 2007: 651227 - 2006
- [c39]Qian Wang, Emiliano D'Agostino, Dieter Seghers, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Large-scale validation of non-rigid registration algorithms for atlas-based brain image segmentation. Medical Imaging: Image Processing 2006: 61440S - [c38]Jeroen Wouters, Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Non-rigid brain image registration using a statistical deformation model. Medical Imaging: Image Processing 2006: 614411 - [c37]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
A Unified Framework for Atlas Based Brain Image Segmentation and Registration. WBIR 2006: 136-143 - [c36]Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Comparison Between Parzen Window Interpolation and Generalised Partial Volume Estimation for Nonrigid Image Registration Using Mutual Information. WBIR 2006: 206-213 - 2005
- [c35]Peter Claes, Dirk Vandermeulen, Luc Van Gool, Paul Suetens:
Partial Surface Integration Based on Variational Implicit Functions and Surfaces for 3D Model Building. 3DIM 2005: 31-38 - [c34]Peter Claes, Dirk Vandermeulen, Luc Van Gool, Paul Suetens:
Robust and Accurate Partial Surface Registration Based on Variational Implicit Surfaces for Automatic 3D Model Building. 3DIM 2005: 385-392 - [c33]Qian Wang, Dieter Seghers, Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens, Alexander Hammers:
Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation. IPMI 2005: 689-700 - [c32]Dirk Loeckx, Stylianos Drisis, Frederik Maes, Dirk Vandermeulen, Guy Marchal, Paul Suetens:
Plaque and Stent Artifact Reduction in Subtraction CT Angiography Using Nonrigid Registration and a Volume Penalty. MICCAI (2) 2005: 361-368 - 2004
- [c31]Siddharth Srivastava, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Wim Van Paesschen, Patrick Dupont:
Feature Based Statistical Analysis of Structural MR Data for Automatic Detection of Focal Cortical Dysplastic (FCD) Lesions. ISBI 2004: 1127-1130 - [c30]Siddharth Srivastava, Frederik Maes, Dirk Vandermeulen, Wim Van Paesschen, Patrick Dupont, Paul Suetens:
Effects of Anatomical Asymmetry in Spatial Priors on Model-Based Segmentation of the Brain MRI: A Validation Study. MICCAI (1) 2004: 327-334 - [c29]Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Nonrigid Image Registration Using Free-Form Deformations with a Local Rigidity Constraint. MICCAI (1) 2004: 639-646 - [c28]Dieter Seghers, Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Construction of a Brain Template from MR Images Using State-of-the-Art Registration and Segmentation Techniques. MICCAI (1) 2004: 696-703 - [c27]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Non-rigid Atlas-to-Image Registration by Minimization of Class-Conditional Image Entropy. MICCAI (1) 2004: 745-753 - 2003
- [c26]Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Non-rigid Image Registration Using a Statistical Spline Deformation Model. IPMI 2003: 463-474 - [c25]Siddharth Srivastava, Frederik Maes, Dirk Vandermeulen, Patrick Dupont, Wim Van Paesschen, Paul Suetens:
An Automated 3D Algorithm for Neo-cortical Thickness Measurement. MICCAI (2) 2003: 488-495 - [c24]Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Temporal Subtraction of Thorax CR Images. MICCAI (1) 2003: 738-745 - [c23]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
An Information Theoretic Approach for Non-rigid Image Registration Using Voxel Class Probabilities. MICCAI (2) 2003: 812-820 - [c22]Emiliano D'Agostino, Jan Modersitzki, Frederik Maes, Dirk Vandermeulen, Bernd Fischer, Paul Suetens:
Free-Form Registration Using Mutual Information and Curvature Regularization. WBIR 2003: 11-20 - [c21]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
An Information Theoretic Approach for Non-rigid Image Registration Using Voxel Class Probabilities. WBIR 2003: 122-131 - 2002
- [c20]Luc Van Gool, Dirk Vandermeulen, Gregor Arthur Kalberer, Tinne Tuytelaars, Alexey Zalesny:
Modeling shapes and textures from images: new frontiers. 3DPVT 2002: 286-295 - [c19]Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
A Viscous Fluid Model for Multimodal Non-rigid Image Registration Using Mutual Information. MICCAI (2) 2002: 541-548 - 2001
- [c18]Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
A Statistical Framework for Partial Volume Segmentation. MICCAI 2001: 204-212 - [c17]Gert Behiels, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Retrospective Correction of the Heel Effect in Hand Radiographs. MICCAI 2001: 301-308 - [c16]Siddharth Srivastava, Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Validation of Nonlinear Spatial Filtering to Improve Tissue Segmentation of MR Brain Images. MICCAI 2001: 507-515 - 2000
- [c15]Erwin Bellon, Michel Feron, Werner Aerts, J. Wauters, Johan Van Cleynenbreugel, Dirk Vandermeulen, Frederik Maes, Filip Schutyser, Stijn De Buck, Guy Marchal, Paul Suetens:
Emerging Possibilities of Image Processing and how this will influence Radiological-Clinical Cooperation. EuroPACS 2000: 184-190 - 1999
- [c14]Koen Van Leemput, Frederik Maes, Fernando Bello, Dirk Vandermeulen, Alan C. F. Colchester, Paul Suetens:
Automated Segmentation of MS Lesions from Multi-channel MR Images. MICCAI 1999: 11-21 - [c13]Gert Behiels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Piet Dewaele:
Active Shape Model-Based Segmentation of Digital X-ray Images. MICCAI 1999: 128-137 - [c12]Frederik Maes, Koen Van Leemput, Lynn E. DeLisi, Dirk Vandermeulen, Paul Suetens:
Quantification of Cerebral Grey and White Matter Asymmetry from MRI. MICCAI 1999: 348-357 - 1998
- [c11]Tom Gaens, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Non-rigid Multimodal Image Registration Using Mutual Information. MICCAI 1998: 1099-1106 - [c10]Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Automatic Segmentation of Brain Tissues and MR Bias Field Correction Using a Cigital Brain Atlas. MICCAI 1998: 1222-1229 - [c9]Benoit M. Dawant, Jean-Philippe Thirion, Frederik Maes, Dirk Vandermeulen, Philippe Demaerel:
Automatic 3D segmentation of internal structures of the head in MR images using a combination of similarity and free-form transformations. Medical Imaging: Image Processing 1998 - 1996
- [c8]Bert Verdonck, Isabelle Bloch, Henri Maître, Dirk Vandermeulen, Paul Suetens, Guy Marchal:
Accurate segmentation of blood vessels from 3D medical images. ICIP (3) 1996: 311-314 - [c7]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, Dirk Vandermeulen, Petra A. van den Elsen, Paul F. Hemler, Sandy Napel, Thilaka S. Sumanaweera, Beth A. Harkness, Derek L. G. Hill, Colin Studholme, Grégoire Malandain, Xavier Pennec, Marilyn E. Noz, Gerald Q. Maguire Jr., Michael Pollack, Charles A. Pelizzari, Richard A. Robb, Dennis P. Hanson, Roger P. Woods:
Comparison and evaluation of retrospective intermodality image registration techniques. Medical Imaging: Image Processing 1996 - [c6]Dirk Vandermeulen, Xavier Descombes, Paul Suetens, Guy Marchal:
Unsupervised Regularized Classification of Multi-Spectral MRI. VBC 1996: 229-234 - 1995
- [c5]Frederik Maes, Dirk Vandermeulen, Paul Suetens, Guy Marchal:
Computer-Aided Interactive Object Delineation Using an Intelligent Paintbrush Technique. CVRMed 1995: 77-83 - [c4]André Collignon, Dirk Vandermeulen, Paul Suetens, Guy Marchal:
3D Multi-Modality Medical Image Registration Using Feature Space Clustering. CVRMed 1995: 195-204 - 1993
- [c3]Dirk Vandermeulen, Rudi Verbeeck, L. Berben, Paul Suetens, Guy Marchal:
Continuous Voxel Classification by Stochastic Relaxation: Theory and Application to MR Imaging and MR Angiography. IPMI 1993: 487-506 - 1992
- [c2]Dirk Vandermeulen, D. Delaere, Paul Suetens, Hilde Bosmans, Guy Marchal:
Local filtering and global optimization methods for 3-D magnetic-resonance angiography image enhancement. VBC 1992 - [c1]Dirk Vandermeulen, Peter Plets, Steven Ramkers, Paul Suetens, Guy Marchal:
Integrated Visualization of Brain Anatomy and Cerebral Blood Vessels. VVS 1992: 39-46
Informal and Other Publications
- 2022
- [i14]Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes:
The Dice loss in the context of missing or empty labels: Introducing Φ and ε. CoRR abs/2207.09521 (2022) - [i13]Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens:
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty. CoRR abs/2211.04161 (2022) - [i12]Jeroen Bertels, David Robben, Dirk Vandermeulen, Robin Lemmens:
Final infarct prediction in acute ischemic stroke. CoRR abs/2211.04850 (2022) - [i11]Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen:
Convolutional neural networks for medical image segmentation. CoRR abs/2211.09562 (2022) - [i10]Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen:
DeepVoxNet2: Yet another CNN framework. CoRR abs/2211.09569 (2022) - 2021
- [i9]Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael M. Bronstein, Dirk Vandermeulen, Peter Claes:
Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling. CoRR abs/2109.13630 (2021) - [i8]Teodora Popordanoska, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Matthew B. Blaschko:
On the relationship between calibrated predictors and unbiased volume estimation. CoRR abs/2112.12560 (2021) - 2020
- [i7]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, Annemiek Snoeckx, Paul M. Parizel, Johan de Mey, Dirk Vandermeulen, Tom Vercauteren, David Robben, Dirk Smeets, Frederik Maes, Jef Vandemeulebroucke, Paul Suetens:
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients. CoRR abs/2007.15546 (2020) - [i6]Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko:
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index. CoRR abs/2010.13499 (2020) - [i5]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, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke:
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. CoRR abs/2011.11719 (2020) - 2019
- [i4]Jeroen Bertels, Tom Eelbode, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko:
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice. CoRR abs/1911.01685 (2019) - [i3]Joeri Nicolaes, Steven Raeymaeckers, David Robben, Guido Wilms, Dirk Vandermeulen, Cesar Libanati, Marc Debois:
Detection of vertebral fractures in CT using 3D Convolutional Neural Networks. CoRR abs/1911.01816 (2019) - [i2]Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens:
Optimization with soft Dice can lead to a volumetric bias. CoRR abs/1911.02278 (2019) - 2011
- [i1]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, Ivan Sipiran, Dirk Smeets, Paul Suetens, Dirk Vandermeulen, Andrei Zaharescu, Valentin Zobel:
SHREC 2011: robust feature detection and description benchmark. CoRR abs/1102.4258 (2011)
Coauthor Index
[j35] [j33] [j32] [j30] [j24] [j23] [j22] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [c80] [c78] [c77] [c74] [c59] [c53] [c52] [c50] [c46] [c45] [c43] [c42] [c39] [c38] [c37] [c36] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c7] [c5] [i14] [i8] [i7] [i6] [i5] [i4]
[j34] [j32] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j22] [j21] [j20] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j6] [j5] [j4] [j3] [j2] [j1] [c76] [c73] [c71] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [i13] [i7] [i5] [i2] [i1]
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