Publications

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2016
S. Van Aert, De Backer, A., Martinez, G. T., den Dekker, A. J., Van Dyck, D., Bals, S., and Van Tendeloo, G., “Advanced electron crystallography through model-based imaging”, IUCrJ, vol. 3, 2016.
2014
W. Van den Broek, Rosenauer, A., Sijbers, J., Van Dyck, D., and Van Aert, S., “A memory efficient method for fully three-dimensional object reconstruction with HAADF STEM Ultramicroscopy”, Ultramicroscopy, vol. 141, pp. 22–31, 2014.
2011
J. Juntu, Schepper, A. D. M., Van Dyck, P., Van Dyck, D., Gielen, J. L., Parizel, P. M., and Sijbers, J., “Classification of Soft Tissue Tumors by Machine Learning Algorithms”, in Soft Tissue Tumors, InTech, 2011.PDF icon Book.Chapter-Copy.Sent_.to_.InTech-(21.07.2011).pdf (732.07 KB)
2010
J. Juntu, Sijbers, J., De Backer, S., Rajan, J., and Van Dyck, D., “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.PDF icon Download paper (300.61 KB)
2007
J. Juntu, Sijbers, J., and Van Dyck, D., “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.
2006
G. Van Gompel, Defrise, M., and Van Dyck, D., “Consistent Extrapolation of Truncated 2D CT Projections”, in Micro tomography 3D, Gasthuisberg, Leuven, Belgium, 2006.
G. Van Gompel, Defrise, M., and Van Dyck, D., “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.
G. Tisson, “Reconstructie van Transversaal Getrunceerde Cone Beam Projecties in Micro-Tomografie”, University of Antwerp, Antwerp, 2006.
2005
J. Juntu, Sijbers, J., Van Dyck, D., and Gielen, J. L., “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.
A. Leemans, Sijbers, J., Verhoye, M., Van Der Linden, A., and Van Dyck, D., “Mathematical Framework for Simulating Diffusion Tensor MR Neural Fiber Bundles”, Magnetic Resonance in Medicine, vol. 53, pp. 944-953, 2005.PDF icon Download full paper (1.55 MB)
2004
G. Tisson, Scheunders, P., and Van Dyck, D., “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.
E. Van de Casteele, Van Dyck, D., Sijbers, J., and Raman, E., “The effect of beam hardening on MTF measurements in X-ray microtomography”, in 19th Annual Symposium of the Belgian Hospital Physicists Association, 2004.
E. Van de Casteele, Van Dyck, D., Sijbers, J., and Raman, E., “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.PDF icon Download paper (156.85 KB)
A. Leemans, Sijbers, J., Verhoye, M., Van Der Linden, A., and Van Dyck, D., “A Geometric Color Scheme for Visualizing Diffusion Tensor Magnetic Resonance Fiber Pathways”, in 19th Annual Symposium - Belgian Hospital Physicists Association, Brussels, Belgium, 2004.
E. Van de Casteele, “Model-based approach for Beam Hardening Correction and Resolution Measurements in Microtomography”, University of Antwerp, Antwerp, 2004.
E. Van de Casteele, Van Dyck, D., Sijbers, J., and Raman, E., “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.PDF icon Download full paper (632.04 KB)
G. Van Gompel, Van Dyck, D., Tisson, G., and Sijbers, J., “A new algorithm for Region Of Interest Tomography”, in 19th Annual Symposium of the Belgian Hospital Physicists Association, 2004.
G. Van Gompel, Tisson, G., Van Dyck, D., and Sijbers, J., “A new algorithm for Region Of Interest Tomography”, in SPIE Medical Imaging: Image Processing, San Diego, California, USA, 2004, vol. 127, pp. 2105-2113.PDF icon Download paper (624.91 KB)
A. Cuyt, Sijbers, J., Verdonk, B., and Van Dyck, D., “Region and Contour Identification of Physical Objects”, Applied Numerical Analysis Computational Mathematics, vol. 1, pp. 343-352, 2004.
G. Tisson, Scheunders, P., and Van Dyck, D., “ROI Cone-Beam CT on a Circular Orbit for Geometric Magnification Using Reprojection”, in Proc. IEEE Medical Imaging Conference, Rome, 16-22 october, 2004.
J. Rozema, “On the wavefront aberrations of the human eye and the search for their origins”, University of Antwerp, Antwerp, 2004.
A. Leemans, Sijbers, J., Verhoye, M., Van Der Linden, A., and Van Dyck, D., “White Matter Fiber Bundle Coregistration for Diffusion Tensor Magnetic Resonance Tractography”, in 13th Annual Meeting - Section for Magnetic Resonance Technologists, Kyoto, Japan, 2004.
2003
E. Van de Casteele, Van Dyck, D., Sijbers, J., and Raman, E., “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.
J. H. Waarsing, Leemans, A., Day, J., Ederveen, A. G. H., Van Dyck, D., Buelens, E., De Clerck, N., Sasov, A., and Weinans, H., “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.
S. Yu, “Feature Selection and Classifier Ensembles: A Study on Hyperspectral Remote Sensing Data”, University of Antwerp, Antwerp, 2003.

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