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D. Sima · SciRah

Researcher profile · Semantic Scholar

D. Sima

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D. Sima — researcher profile on SciRah

h-index: 29
Works: 189
Citations: 4,873

Most-cited papers

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
S. Bakas, M. Reyes, A. Jakab, S. Bauer +419 more
2018arXiv.org2,123 citations
Semantic Scholar
Automatic segmentation and volumetry of multiple sclerosis brain lesions from MR images
Saurabh Jain, D. Sima, A. Ribbens, M. Cambron +10 more
2015NeuroImage: Clinical224 citations Open access
Semantic Scholar
Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI
N. Sauwen, M. Acou, S. van Cauter, D. Sima +5 more
2016NeuroImage: Clinical76 citations Open access
Semantic Scholar
Reliable measurements of brain atrophy in individual patients with multiple sclerosis
D. Smeets, A. Ribbens, D. Sima, M. Cambron +15 more
2016Brain and Behavior75 citations Open access
Semantic Scholar
Automatic Quantification of Computed Tomography Features in Acute Traumatic Brain Injury
Saurabh Jain, T. V. Vyvere, V. Terzopoulos, D. Sima +4 more
2019Journal of Neurotrauma66 citations Open access
Semantic Scholar
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation
Pooya Ashtari, D. Sima, Lieven De Lathauwer, D. Sappey-Marinier +2 more
2022Medical Image Anal.61 citations Open access
Semantic Scholar
Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features
A. Ion-Margineanu, G. Kocevar, C. Stamile, D. Sima +3 more
2017Frontiers in Neuroscience54 citations Open access
Semantic Scholar
Exponential Data Fitting and Its Applications
V. Pereyra, G. Scherer, C. Ankjærgaard, K. Banerjee +21 more
201852 citations Open access
Semantic Scholar
Measurement of Whole-Brain and Gray Matter Atrophy in Multiple Sclerosis: Assessment with MR Imaging.
L. Storelli, M. Rocca, E. Pagani, W. van Hecke +8 more
2018Radiology52 citations Open access
Semantic Scholar
icobrain ms 5.1: Combining unsupervised and supervised approaches for improving the detection of multiple sclerosis lesions
M. Rakić, Sophie Vercruyssen, S. Van Eyndhoven, E. de la Rosa +5 more
2021NeuroImage: Clinical48 citations Open access
Semantic Scholar
Two Time Point MS Lesion Segmentation in Brain MRI: An Expectation-Maximization Framework
Saurabh Jain, A. Ribbens, D. Sima, M. Cambron +6 more
2016Frontiers in Neuroscience47 citations Open access
Semantic Scholar
Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization
N. Sauwen, M. Acou, D. Sima, J. Veraart +4 more
2017BMC Medical Imaging44 citations Open access
Semantic Scholar
Patch-Based Super-Resolution of MR Spectroscopic Images: Application to Multiple Sclerosis
Saurabh Jain, D. Sima, Faezeh Sanaei Nezhad, G. Hangel +5 more
2017Frontiers in Neuroscience40 citations Open access
Semantic Scholar
Artificial Intelligence Assistive Software Tool for Automated Detection and Quantification of Amyloid-Related Imaging Abnormalities
D. Sima, T. V. Phan, S. Van Eyndhoven, Sophie Vercruyssen +17 more
2024JAMA Network Open39 citations Open access
Semantic Scholar
Brain age as a surrogate marker for cognitive performance in multiple sclerosis
S. Denissen, D. Engemann, A. De Cock, L. Costers +12 more
2022European Journal of Neurology37 citations Open access
Semantic Scholar
High-resolution metabolic mapping of gliomas via patch-based super-resolution magnetic resonance spectroscopic imaging at 7T
G. Hangel, Saurabh Jain, E. Springer, E. Hečková +12 more
2019NeuroImage37 citations Open access
Semantic Scholar
Motor cortex metabolite alterations in amyotrophic lateral sclerosis assessed in vivo using edited and non-edited magnetic resonance spectroscopy.
A. Weerasekera, R. Peeters, D. Sima, T. Dresselaers +6 more
2019Brain Research35 citations
Semantic Scholar
DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge
Ezequiel de la Rosa, Mauricio Reyes, S. Liew, Alexandre Hutton +55 more
2024Nature Communications34 citations Open access
Semantic Scholar
Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a 1H-MRS study
O. Levin, A. Weerasekera, B. King, Kirstin F. Heise +10 more
2019NeuroImage34 citations
Semantic Scholar
Inter- and Intra-Scanner Variability of Automated Brain Volumetry on Three Magnetic Resonance Imaging Systems in Alzheimer’s Disease and Controls
M. M. J. Wittens, Gert-Jan Allemeersch, D. Sima, M. Naeyaert +12 more
2021Frontiers in Aging Neuroscience33 citations Open access
Semantic Scholar
Hierarchical non‐negative matrix factorization to characterize brain tumor heterogeneity using multi‐parametric MRI
N. Sauwen, D. Sima, S. van Cauter, J. Veraart +4 more
2015NMR in Biomedicine32 citations Open access
Semantic Scholar
Structural brain dynamics across reading development: A longitudinal MRI study from kindergarten to grade 5
Thanh Van Phan, D. Sima, D. Smeets, P. Ghesquière +2 more
2021Human Brain Mapping27 citations Open access
Semantic Scholar
An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation
Yu-Qian Li, Xin Liu, Feng Wei, D. Sima +6 more
2017Comput. Biol. Medicine26 citations
Semantic Scholar
Classifying Glioblastoma Multiforme Follow-Up Progressive vs. Responsive Forms Using Multi-Parametric MRI Features
A. Ion-Margineanu, S. van Cauter, D. Sima, F. Maes +3 more
2017Frontiers in Neuroscience25 citations Open access
Semantic Scholar
A Contrast Augmentation Approach to Improve Multi-Scanner Generalization in MRI
M. Meyer, E. de la Rosa, Nuno Pedrosa de Barros, Roberto Paolella +2 more
2021Frontiers in Neuroscience24 citations Open access
Semantic Scholar
Unsupervised 3D Brain Anomaly Detection
Jaime Simarro Viana, E. de la Rosa, T. V. Vyvere, D. Robben +1 more
2020BrainLes@MICCAI24 citations Open access
Semantic Scholar
Brain age as a biomarker for pathological versus healthy ageing – a REMEMBER study
M. M. J. Wittens, Stijn Denissen, D. Sima, Erik Fransen +23 more
2024Alzheimer's Research & Therapy22 citations Open access
Semantic Scholar
Non-invasive characterization of amyotrophic lateral sclerosis in a hTDP-43A315T mouse model: A PET-MR study
A. Weerasekera, Melissa Crabbé, Sandra O. Tomé, W. Gsell +8 more
2020NeuroImage: Clinical22 citations Open access
Semantic Scholar
AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning
Ezequiel de la Rosa, D. Sima, Bjoern H Menze, J. Kirschke +1 more
2020Medical Image Anal.22 citations Open access
Semantic Scholar
Diagnostic Performance of Automated MRI Volumetry by icobrain dm for Alzheimer’s Disease in a Clinical Setting: A REMEMBER Study
M. M. J. Wittens, D. Sima, R. Houbrechts, A. Ribbens +26 more
2021Journal of Alzheimer's Disease21 citations Open access
Semantic Scholar
A deep learning model for brain segmentation across pediatric and adult populations
Jaime Simarro, M. Meyer, S. Van Eyndhoven, T. V. Phan +3 more
2024Scientific Reports18 citations Open access
Semantic Scholar
The association between MRI brain volumes and computerized cognitive scores of people with multiple sclerosis.
Daniel Golan, G. Doniger, Jared Srinivasan, D. Sima +6 more
2020Brain and Cognition18 citations
Semantic Scholar
Non-invasive assessment of disease progression and neuroprotective effects of dietary coconut oil supplementation in the ALS SOD1G93A mouse model: A 1H-magnetic resonance spectroscopic study
A. Weerasekera, D. Sima, T. Dresselaers, S. Van Huffel +2 more
2018NeuroImage: Clinical18 citations Open access
Semantic Scholar
Tumor Segmentation from Multimodal MRI Using Random Forest with Superpixel and Tensor Based Feature Extraction
H. N. Bharath, Steven Colleman, D. Sima, S. Van Huffel
2017BrainLes@MICCAI16 citations
Semantic Scholar
Towards validation in clinical routine: a comparative analysis of visual MTA ratings versus the automated ratio between inferior lateral ventricle and hippocampal volumes in Alzheimer’s disease diagnosis
M. Wittens, Gert-Jan Allemeersch, D. Sima, T. Vanderhasselt +6 more
2024Neuroradiology14 citations Open access
Semantic Scholar
Evaluation of methods for volumetric analysis of pediatric brain data: The childmetrix pipeline versus adult-based approaches
Thanh Vân Phan, D. Sima, C. Beelen, J. Vanderauwera +2 more
2018NeuroImage: Clinical14 citations Open access
Semantic Scholar
The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization
N. Sauwen, M. Acou, H. N. Bharath, D. Sima +5 more
2017PLoS ONE14 citations Open access
Semantic Scholar
Solvability of the Core Problem with Multiple Right-Hand Sides in the TLS Sense
I. Hnětynková, M. Plešinger, D. Sima
2016SIAM Journal on Matrix Analysis and Applications14 citations
Semantic Scholar
Hierarchical non‐negative matrix factorization applied to three‐dimensional 3 T MRSI data for automatic tissue characterization of the prostate
T. Laudadio, Anca R. Croitor Sava, D. Sima, A. Wright +3 more
2016NMR in Biomedicine14 citations Open access
Semantic Scholar
Detecting CTP truncation artifacts in acute stroke imaging from the arterial input and the vascular output functions
E. de la Rosa, D. Sima, J. Kirschke, Bjoern H Menze +1 more
2022medRxiv11 citations Open access
Semantic Scholar
Increased brain atrophy and lesion load is associated with stronger lower alpha MEG power in multiple sclerosis patients
J. Van Schependom, D. Vidaurre, L. Costers, Martin Sjøgård +10 more
2021NeuroImage: Clinical11 citations Open access
Semantic Scholar
Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging
Bharath Halandur Nagaraja, Otto Debals, D. Sima, U. Himmelreich +2 more
2019IEEE Transactions on Biomedical Engineering11 citations Open access
Semantic Scholar
Intercontinental validation of brain volume measurements using MSmetrix
A. Finkelsztejn, Y. Fragoso, Eder Amaral Bastos, J. Duarte +4 more
2018The Neuroradiology Journal10 citations Open access
Semantic Scholar
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations
A. Ion-Margineanu, G. Kocevar, C. Stamile, D. Sima +3 more
2017International Conference on Artificial Neural Networks10 citations
Semantic Scholar
Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas
H. N. Bharath, D. Sima, N. Sauwen, U. Himmelreich +2 more
2017IEEE journal of biomedical and health informatics9 citations Open access
Semantic Scholar
Differentiable Deconvolution for Improved Stroke Perfusion Analysis
Ezequiel de la Rosa, D. Robben, D. Sima, J. Kirschke +1 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention8 citations Open access
Semantic Scholar
A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization
N. Sauwen, D. Sima, M. Acou, E. Achten +3 more
2016International Conference on Signal-Image Technology and Internet-Based Systems8 citations
Semantic Scholar
A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans
Ezequiel de la Rosa, D. Sima, T. V. Vyvere, J. Kirschke +1 more
2018IEEE International Symposium on Biomedical Imaging7 citations Open access
Semantic Scholar
The Finger Dexterity Test: Validation study of a smartphone-based manual dexterity assessment
D. Van Laethem, Stijn Denissen, L. Costers, A. Descamps +9 more
2023medRxiv6 citations Open access
Semantic Scholar
Post‐acquisition water‐signal removal in 3D water‐unsuppressed 1H‐MR spectroscopic imaging of the prostate
Angeliki Stamatelatou, D. Sima, S. Van Huffel, J. V. van Asten +2 more
2022Magnetic Resonance in Medicine6 citations Open access
Semantic Scholar

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