Publications

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Conference Abstract
Rajan, J., J. Van Audekerke, M. Verhoye, A. Van Der Linden, and J. Sijbers, "Denoising magnitude MRI using an adaptive NLML method", ESMRMB Congress 28th Annual Scientific Meeting, Leipzig, Germay, pp. 383, 2011.
Kudzinava, M., J. Rajan, and J. Sijbers, "Denoising of DKI images: effect on feasibility and accuracy of kurtosis parameters", ESMRMB, European Society for Magnetic Resonance in Medicine and Biology, 28th Annual Scientific Meeting, Leipzig, Germany, pp. 236, October, 2011. PDF icon Abstract (313.22 KB)PDF icon Presentation (1.13 MB)
Rajan, J., and J. Sijbers, "Denoising SENSE reconstructed MR images", 5th Annual Symposium of the Benelux Chapter of the IEEE Engineering in Medicine and Biology Society, 2011.
Rajan, J., J. Van Audekerke, J. Veraart, M. Verhoye, and J. Sijbers, "An extended NLML method for denoising non-central chi distributed data - application to parallel MRI", Fourth Annual Meeting of the Benelux ISMRM chapter, pp. 41, 2011.
Mai, Z., J. Rajan, M. Verhoye, and J. Sijbers, "Robust edge directed interpolation of diffusion weighted MR images", ESMRMB Congress 28th Annual Scientific Meeting, pp. 382, 2011.
Mai, Z., J. Rajan, M. Verhoye, and J. Sijbers, "Robust Edge-directed Interpolation: Application to Diffusion MR Images", The International Society for Magnetic Resonance in Medicine, May, 2011.
Conference Paper
Rajan, J., J. Van Audekerke, A. Van Der Linden, M. Verhoye, and J. Sijbers, "An adaptive non local maximum likelihood estimation method for denoising magnetic resonance images", IEEE International Symposium on Biomedical Imaging (ISBI), 2012. PDF icon Download full paper (307.46 KB)
Rajan, J., B. Jeurissen, J. Sijbers, and K. Kannan, "Denoising Magnetic Resonance Images using Fourth Order Complex Diffusion", 13th International Machine Vision and Image Processing Conference, Dublin, Ireland, pp. 123-127, 2009.
Rajan, J., M. Verhoye, and J. Sijbers, "A maximum likelihood estimation method for denoising magnitude MRI using restricted local neighborhood", SPIE Medical Imaging, vol. 7962: SPIE, 2011.
Rajan, J., A J. den Dekker, J. Juntu, and J. Sijbers, "A New Nonlocal Maximum Likelihood Estimation Method for Denoising Magnetic Resonance Images", 5th International Conference, PReMI 2013, Kolkata, India, December 10-14, 2013. Proceedings, Lecture Notes in Computer Science, vol. 8251, 2013.
Rajan, J., D. H. J. Poot, J. Juntu, and J. Sijbers, "Segmentation Based Noise Variance Estimation from Background MRI Data", ICIAR , vol. 6111, Porto, Portugal, Springer LNCS, pp. 62-70, 2010.
Journal Article
Veraart, J., J. Rajan, R. R. Peeters, A. Leemans, S. Sunaert, and J. Sijbers, "Comprehensive framework for accurate diffusion MRI parameter estimation", Magnetic Resonance in Medicine, vol. 81, issue 4, pp. 972-984, 2013. PDF icon ISMRM 2013 poster (476.78 KB)
Riji, R., J. Rajan, J. Sijbers, and M. S. Nair, "Iterative bilateral filter for Rician noise reduction in MR images", Signal, Image and Video Processing , 2014.
Juntu, J., J. Sijbers, S. De Backer, J. Rajan, and D. Van Dyck, "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)
Rajan, J., B. Jeurissen, M. Verhoye, J. Van Audekerke, and J. Sijbers, "Maximum likelihood estimation based denoising of magnetic resonance images using restricted local neighborhoods", Physics in Medicine and Biology, vol. 56, no. 16, pp. 5221-5234, 2011. PDF icon Download full paper (643.93 KB)
Rajan, J., A J. den Dekker, and J. Sijbers, "A new non local maximum likelihood estimation method for Rician noise reduction in Magnetic Resonance images using the Kolmogorov-Smirnov test", Signal Processing, vol. 103, pp. 16-23, 2014.
Rajan, J., D. H. J. Poot, J. Juntu, and J. Sijbers, "Noise measurement from magnitude MRI using local estimates of variance and skewness.", Physics in medicine and biology, vol. 55, issue 16, pp. N441-9, 2010 Aug 21. PDF icon Download paper (219.85 KB)
Rajan, J., J. Veraart, J. Van Audekerke, M. Verhoye, and J. Sijbers, "Nonlocal maximum likelihood estimation method for denoising multiple-coil magnetic resonance images.", Magnetic resonance imaging, vol. 30, issue 10, pp. 1512-8, 2012 Dec.
Rajan, J., J. Veraart, J. Van Audekerke, M. Verhoye, and J. Sijbers, "Nonlocal maximum likelihood estimation method for denoising multiple-coil magnetic resonance images", Magnetic Resonance Imaging, vol. 30, issue 10, pp. 1512-1518, 2012. PDF icon Download full paper (1.11 MB)
Sudeep, P. V., P. Palanisamy, C. Kesavadas, J. Sijbers, A J. den Dekker, and J. Rajan, "A nonlocal maximum likelihood estimation method for enhancing magnetic resonance phase maps", Signal Image and Video Processing, vol. 11, issue 5, pp. 913-920, 2017.
Mai, Z., J. Rajan, M. Verhoye, and J. Sijbers, "Robust edge-directed interpolation of magnetic resonance images", Physics in medicine and biology, vol. 56, pp. 7287-7303, 2011. PDF icon Download paper (1.3 MB)