Publications
“Advanced electron crystallography through model-based imaging”, IUCrJ, vol. 3, 2016.
, “A memory efficient method for fully three-dimensional object reconstruction with HAADF STEM Ultramicroscopy”, Ultramicroscopy, vol. 141, pp. 22–31, 2014.
, “Classification of Soft Tissue Tumors by Machine Learning Algorithms”, in Soft Tissue Tumors, InTech, 2011. Book.Chapter-Copy.Sent_.to_.InTech-(21.07.2011).pdf (732.07 KB)
, “A Machine Learning Study of Several Classifiers Trained with Texture Analysis Features to Differentiate Benign from Malignant Soft Tissue Tumors in T1-MRI Images”, Journal of Magnetic Resonance Imaging, vol. 31, pp. 680–689, 2010. Download paper (300.61 KB)
, “Classification of soft tissue tumors in MRI images using kernel PCA and regularized least square classifier”, in Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Anaheim, CA, USA, 2007, pp. 362–367.
, “Consistent Extrapolation of Truncated 2D CT Projections”, in Micro tomography 3D, Gasthuisberg, Leuven, Belgium, 2006.
, “Elliptical Extrapolation of Truncated 2D CT Projections using Helgason-Ludwig consistency conditions”, in SPIE Medical Imaging: Physics of Medical Imaging, San Diego, Californa, USA, 2006, vol. 6142, pp. 1408-1417.
, “Reconstructie van Transversaal Getrunceerde Cone Beam Projecties in Micro-Tomografie”, University of Antwerp, Antwerp, 2006.
, “Bias Field Correction for MRI Images”, in Proceedings of the 4th International Conference on Computer Recognition Systems (CORES05), Rydzyna Castle, Poland, 2005, pp. 543-551.
, “Mathematical Framework for Simulating Diffusion Tensor MR Neural Fiber Bundles”, Magnetic Resonance in Medicine, vol. 53, pp. 944-953, 2005. Download full paper (1.55 MB)
, “3D region of interest X-ray CT for geometric magnification from multiresolution acquisitions”, in Proc. ISBI04, IEEE International Symposium on Biomedical Imaging, 15-18 april 2004, Arlington, VA, 2004, pp. 567-570.
, “The effect of beam hardening on MTF measurements in X-ray microtomography”, in 19th Annual Symposium of the Belgian Hospital Physicists Association, 2004.
, “Effect of beam hardening on resolution in x-ray microtomography”, in SPIE Medical Imaging: Image Processing, San Diego CA, USA, 2004, vol. 5370, pp. 2089-2096. Download paper (156.85 KB)
, “A Geometric Color Scheme for Visualizing Diffusion Tensor Magnetic Resonance Fiber Pathways”, in 19th Annual Symposium - Belgian Hospital Physicists Association, Brussels, Belgium, 2004.
, “Model-based approach for Beam Hardening Correction and Resolution Measurements in Microtomography”, University of Antwerp, Antwerp, 2004.
, “A model-based correction method for beam hardening artefacts in X-ray microtomography”, Journal of X-ray science and technology, vol. 12, pp. 53-57, 2004. Download full paper (632.04 KB)
, “A new algorithm for Region Of Interest Tomography”, in SPIE Medical Imaging: Image Processing, San Diego, California, USA, 2004, vol. 127, pp. 2105-2113. Download paper (624.91 KB)
, “A new algorithm for Region Of Interest Tomography”, in 19th Annual Symposium of the Belgian Hospital Physicists Association, 2004.
, “Region and Contour Identification of Physical Objects”, Applied Numerical Analysis Computational Mathematics, vol. 1, pp. 343-352, 2004.
, “ROI Cone-Beam CT on a Circular Orbit for Geometric Magnification Using Reprojection”, in Proc. IEEE Medical Imaging Conference, Rome, 16-22 october, 2004.
, “On the wavefront aberrations of the human eye and the search for their origins”, University of Antwerp, Antwerp, 2004.
, “White Matter Fiber Bundle Coregistration for Diffusion Tensor Magnetic Resonance Tractography”, in 13th Annual Meeting - Section for Magnetic Resonance Technologists, Kyoto, Japan, 2004.
, “A bimodal energy model for correcting beam hardening artefacts in X-ray tomography”, in IEEE 29th Annual Northeast Bioengineering Conference2003 IEEE 29th Annual Proceedings of Bioengineering Conference, Newark, NJ, USA, 2003, pp. 57 - 58.
, “Effects of Growth and OVX in the Tibia of Individual Rats: an in-vivo Micro-CT Study”, in 49th Annual Meeting - Orthopaedic Research Society, New Orleans, LA, USA, 2003.
, “Feature Selection and Classifier Ensembles: A Study on Hyperspectral Remote Sensing Data”, University of Antwerp, Antwerp, 2003.
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