Automatic segmentation and volumetry of multiple sclerosis brain lesions from MR images
Jain, Saurabh, Sima, Diana M, Ribbens, Annemie, Cambron, Melissa, Maertens, Anke, Van Hecke, Wim, De Mey, Johan, Barkhof, Frederik, Steenwijk, Martijn D, Daams, Marita, Maes, Frederik, Van Huffel, Sabine, Vrenken, Hugo, Smeets, Dirk
Published in NeuroImage clinical (01.01.2015)
Published in NeuroImage clinical (01.01.2015)
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Journal Article
Deep learning pipeline for quality filtering of MRSI spectra
Rakić, Mladen, Turco, Federico, Weng, Guodong, Maes, Frederik, Sima, Diana M., Slotboom, Johannes
Published in NMR in biomedicine (01.07.2024)
Published in NMR in biomedicine (01.07.2024)
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Journal Article
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge
Carass, Aaron, Roy, Snehashis, Jog, Amod, Cuzzocreo, Jennifer L., Magrath, Elizabeth, Gherman, Adrian, Button, Julia, Nguyen, James, Prados, Ferran, Sudre, Carole H., Jorge Cardoso, Manuel, Cawley, Niamh, Ciccarelli, Olga, Wheeler-Kingshott, Claudia A.M., Ourselin, Sébastien, Catanese, Laurence, Deshpande, Hrishikesh, Maurel, Pierre, Commowick, Olivier, Barillot, Christian, Tomas-Fernandez, Xavier, Warfield, Simon K., Vaidya, Suthirth, Chunduru, Abhijith, Muthuganapathy, Ramanathan, Krishnamurthi, Ganapathy, Jesson, Andrew, Arbel, Tal, Maier, Oskar, Handels, Heinz, Iheme, Leonardo O., Unay, Devrim, Jain, Saurabh, Sima, Diana M., Smeets, Dirk, Ghafoorian, Mohsen, Platel, Bram, Birenbaum, Ariel, Greenspan, Hayit, Bazin, Pierre-Louis, Calabresi, Peter A., Crainiceanu, Ciprian M., Ellingsen, Lotta M., Reich, Daniel S., Prince, Jerry L., Pham, Dzung L.
Published in NeuroImage (Orlando, Fla.) (01.03.2017)
Published in NeuroImage (Orlando, Fla.) (01.03.2017)
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Journal Article
AIFNet: Automatic vascular function estimation for perfusion analysis using deep learning
de la Rosa, Ezequiel, Sima, Diana M., Menze, Bjoern, Kirschke, Jan S., Robben, David
Published in Medical image analysis (01.12.2021)
Published in Medical image analysis (01.12.2021)
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Journal Article
A deep learning model for brain segmentation across pediatric and adult populations
Simarro, Jaime, Meyer, Maria Ines, Van Eyndhoven, Simon, Phan, Thanh Vân, Billiet, Thibo, Sima, Diana M., Ortibus, Els
Published in Scientific reports (22.05.2024)
Published in Scientific reports (22.05.2024)
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Journal Article
Post‐acquisition water‐signal removal in 3D water‐unsuppressed 1H‐MR spectroscopic imaging of the prostate
Stamatelatou, Angeliki, Sima, Diana M., Huffel, Sabine, Asten, Jack J. A., Heerschap, Arend, Scheenen, Tom W. J.
Published in Magnetic resonance in medicine (01.05.2023)
Published in Magnetic resonance in medicine (01.05.2023)
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Journal Article
The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization
Sauwen, Nicolas, Acou, Marjan, Bharath, Halandur N, Sima, Diana M, Veraart, Jelle, Maes, Frederik, Himmelreich, Uwe, Achten, Eric, Van Huffel, Sabine
Published in PloS one (28.08.2017)
Published in PloS one (28.08.2017)
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Journal Article
Post-acquisition water-signal removal in 3D water-unsuppressed 1 H-MR spectroscopic imaging of the prostate
Stamatelatou, Angeliki, Sima, Diana M, van Huffel, Sabine, van Asten, Jack J A, Heerschap, Arend, Scheenen, Tom W J
Published in Magnetic resonance in medicine (01.05.2023)
Published in Magnetic resonance in medicine (01.05.2023)
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Journal Article
MRS signal quantitation: A review of time- and frequency-domain methods
Poullet, Jean-Baptiste, Sima, Diana M., Van Huffel, Sabine
Published in Journal of magnetic resonance (1997) (01.12.2008)
Published in Journal of magnetic resonance (1997) (01.12.2008)
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Journal Article
High-resolution metabolic mapping of gliomas via patch-based super-resolution magnetic resonance spectroscopic imaging at 7T
Hangel, Gilbert, Jain, Saurabh, Springer, Elisabeth, Hečková, Eva, Strasser, Bernhard, Považan, Michal, Gruber, Stephan, Widhalm, Georg, Kiesel, Barbara, Furtner, Julia, Preusser, Matthias, Roetzer, Thomas, Trattnig, Siegfried, Sima, Diana M., Smeets, Dirk, Bogner, Wolfgang
Published in NeuroImage (Orlando, Fla.) (01.05.2019)
Published in NeuroImage (Orlando, Fla.) (01.05.2019)
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Journal Article
Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features
Ion-Mărgineanu, Adrian, Kocevar, Gabriel, Stamile, Claudio, Sima, Diana M, Durand-Dubief, Françoise, Van Huffel, Sabine, Sappey-Marinier, Dominique
Published in Frontiers in neuroscience (11.07.2017)
Published in Frontiers in neuroscience (11.07.2017)
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Journal Article
Patch-Based Super-Resolution of MR Spectroscopic Images: Application to Multiple Sclerosis
Jain, Saurabh, Sima, Diana M, Sanaei Nezhad, Faezeh, Hangel, Gilbert, Bogner, Wolfgang, Williams, Stephen, Van Huffel, Sabine, Maes, Frederik, Smeets, Dirk
Published in Frontiers in neuroscience (31.01.2017)
Published in Frontiers in neuroscience (31.01.2017)
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Journal Article
The association between MRI brain volumes and computerized cognitive scores of people with multiple sclerosis
Golan, Daniel, Doniger, Glen M., Srinivasan, Jared, Sima, Diana M., Zarif, Myassar, Bumstead, Barbara, Buhse, Marijean, Van Hecke, Wim, Wilken, Jeffrey, Gudesblatt, Mark
Published in Brain and cognition (01.11.2020)
Published in Brain and cognition (01.11.2020)
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Journal Article
icobrain ms 5.1: Combining unsupervised and supervised approaches for improving the detection of multiple sclerosis lesions
Rakić, Mladen, Vercruyssen, Sophie, Van Eyndhoven, Simon, de la Rosa, Ezequiel, Jain, Saurabh, Van Huffel, Sabine, Maes, Frederik, Smeets, Dirk, Sima, Diana M.
Published in NeuroImage clinical (01.01.2021)
Published in NeuroImage clinical (01.01.2021)
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Journal Article
Editorial: Computational Neuroimage Analysis Tools for Brain (Diseases) Biomarkers
Sima, Diana M, Bach Cuadra, Meritxell, Dyrby, Tim B, Van Leemput, Koen
Published in Frontiers in neuroscience (18.02.2022)
Published in Frontiers in neuroscience (18.02.2022)
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Journal Article
Tensor-Based Method for Residual Water Suppression in ^1H Magnetic Resonance Spectroscopic Imaging
Nagaraja, Bharath Halandur, Debals, Otto, Sima, Diana M., Himmelreich, Uwe, De Lathauwer, Lieven, Van Huffel, Sabine
Published in IEEE transactions on biomedical engineering (01.02.2019)
Published in IEEE transactions on biomedical engineering (01.02.2019)
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Journal Article
Tensor-Based Method for Residual Water Suppression in 1 H Magnetic Resonance Spectroscopic Imaging
Nagaraja, Bharath Halandur, Debals, Otto, Sima, Diana M, Himmelreich, Uwe, De Lathauwer, Lieven, Van Huffel, Sabine
Published in IEEE transactions on biomedical engineering (01.02.2019)
Published in IEEE transactions on biomedical engineering (01.02.2019)
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Journal Article
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
Wittens, Mandy M. J., Allemeersch, Gert-Jan, Sima, Diana M., Vanderhasselt, Tim, Raeymaeckers, Steven, Fransen, Erik, Smeets, Dirk, de Mey, Johan, Bjerke, Maria, Engelborghs, Sebastiaan
Published in Neuroradiology (01.04.2024)
Published in Neuroradiology (01.04.2024)
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