| Automatic segmentation and volumetry of multiple sclerosis brain lesions from MR images S Jain, DM Sima, A Ribbens, M Cambron, A Maertens, W Van Hecke, ... NeuroImage: Clinical 8, 367-375, 2015 | 171 | 2015 |
| An automated quantitation of short echo time MRS spectra in an open source software environment: AQSES JB Poullet, DM Sima, AW Simonetti, B De Neuter, L Vanhamme, ... NMR in Biomedicine: An International Journal Devoted to the Development and …, 2007 | 145 | 2007 |
| MRS signal quantitation: a review of time-and frequency-domain methods JB Poullet, DM Sima, S Van Huffel Journal of Magnetic Resonance 195 (2), 134-144, 2008 | 144 | 2008 |
| Longitudinal multiple sclerosis lesion segmentation: resource and challenge A Carass, S Roy, A Jog, JL Cuzzocreo, E Magrath, A Gherman, J Button, ... NeuroImage 148, 77-102, 2017 | 134 | 2017 |
| Regularized total least squares based on quadratic eigenvalue problem solvers DM Sima, S Van Huffel, GH Golub BIT Numerical Mathematics 44 (4), 793-812, 2004 | 122 | 2004 |
| Integrating diffusion kurtosis imaging, dynamic susceptibility-weighted contrast-enhanced MRI, and short echo time chemical shift imaging for grading gliomas S Van Cauter, F De Keyzer, DM Sima, A Croitor Sava, F D'Arco, J Veraart, ... Neuro-oncology 16 (7), 1010-1021, 2014 | 73 | 2014 |
| Regularization techniques in model fitting and parameter estimation DM Sima Diss. KU Leuven, 2006 | 53 | 2006 |
| Hierarchical non‐negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI Y Li, DM Sima, SV Cauter, AR Croitor Sava, U Himmelreich, Y Pi, ... NMR in Biomedicine 26 (3), 307-319, 2013 | 46 | 2013 |
| Separable nonlinear least squares fitting with linear bound constraints and its application in magnetic resonance spectroscopy data quantification DM Sima, S Van Huffel Journal of computational and applied mathematics 203 (1), 264-278, 2007 | 46 | 2007 |
| Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI N Sauwen, M Acou, S Van Cauter, DM Sima, J Veraart, F Maes, ... NeuroImage: Clinical 12, 753-764, 2016 | 43 | 2016 |
| Reliable measurements of brain atrophy in individual patients with multiple sclerosis D Smeets, A Ribbens, DM Sima, M Cambron, D Horakova, S Jain, ... Brain and behavior 6 (9), e00518, 2016 | 42 | 2016 |
| Hierarchical non‐negative matrix factorization to characterize brain tumor heterogeneity using multi‐parametric MRI N Sauwen, DM Sima, S Van Cauter, J Veraart, A Leemans, F Maes, ... NMR in Biomedicine 28 (12), 1599-1624, 2015 | 35 | 2015 |
| The Total Least Squares Problem in : A New Classification with the Relationship to the Classical Works I Hnětynková, M Plešinger, DM Sima, Z Strakoš, S Van Huffel SIAM Journal on Matrix Analysis and Applications 32 (3), 748-770, 2011 | 33 | 2011 |
| Level choice in truncated total least squares DM Sima, S Van Huffel Computational statistics & data analysis 52 (2), 1103-1118, 2007 | 31 | 2007 |
| Frequency-selective quantitation of short-echo time 1H magnetic resonance spectra JB Poullet, DM Sima, S Van Huffel, P Van Hecke Journal of Magnetic Resonance 186 (2), 293-304, 2007 | 30 | 2007 |
| Exploiting spatial information to estimate metabolite levels in two‐dimensional MRSI of heterogeneous brain lesions AR Croitor Sava, DM Sima, JB Poullet, AJ Wright, A Heerschap, ... NMR in Biomedicine 24 (7), 824-835, 2011 | 29 | 2011 |
| Total least squares methods I Markovsky, DM Sima, S Van Huffel Wiley Interdisciplinary Reviews: Computational Statistics 2 (2), 212-217, 2010 | 28 | 2010 |
| Machine learning approach for classifying multiple sclerosis courses by combining clinical data with lesion loads and magnetic resonance metabolic features A Ion-Mărgineanu, G Kocevar, C Stamile, DM Sima, F Durand-Dubief, ... Frontiers in neuroscience 11, 398, 2017 | 27 | 2017 |
| Quantification of magnetic resonance spectroscopy signals with lineshape estimation MI Osorio‐Garcia, DM Sima, FU Nielsen, U Himmelreich, S Van Huffel Journal of Chemometrics 25 (4), 183-192, 2011 | 27 | 2011 |
| Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization N Sauwen, M Acou, DM Sima, J Veraart, F Maes, U Himmelreich, ... BMC medical imaging 17 (1), 1-14, 2017 | 26 | 2017 |
