- A semi-automated segmentation framework for MRI based brain tumor segmentation using regularized nonnegative matrix factorization(2016)
Authors: Nicolas Sauwen, Diana Sima, Frederik Maes, Uwe Himmelreich, Sabine Van Huffel
Pages: 88 - 95
- Patch based super-resolution of MR spectroscopic images(2016)
Authors: Saurabh Jain, Diana Sima, Sabine Van Huffel, Frederik Maes, Dominiek Smeets
Pages: 452 - 456
- Unsupervised framework for consistent longitudinal MS lesion segmentation(2016)
Authors: Saurabh Jain, Diana Sima, Sabine Van Huffel, Frederik Maes
Pages: 208 - 219
- NMF in MR spectroscopy(2016)
Authors: Teresa Laudadio, Anca Croitor Sava, Nicolas Sauwen, Diana Sima, Sabine Van Huffel
Pages: 161 - 177
- Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation(2016)
Authors: Nicolas Sauwen, Bharath Halandur Nagaraja, Diana Sima, Frederik Maes, Uwe Himmelreich, Sabine Van Huffel
Pages: 265 - 270
- Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas(2016)
Authors: Bharath Halandur Nagaraja, Nicolas Sauwen, Diana Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
Pages: 547 - 551
- Longitudinal assessment of brain lesion changes in follow-up MRI scans of patients with Multiple Sclerosis(2016)
Authors: Saurabh Jain, Annemie Ribbens, Diana Sima, Melissa Cambron, Jacques De Keyser, Chenyu Wang, Michael H Barnett, Sabine Van Huffel, Frederik Maes, Anke Maertens, et al.
Pages: 528 - 529
- Hierarchical non-negative matrix factorization to characterize brain tumor heterogeneity using multi-parametric MRI(2015)
Authors: Nicolas Sauwen, Diana Sima, Frederik Maes, Uwe Himmelreich, Sabine Van Huffel
Pages: 1599 - 1624
- MSmetrix: accurate untrained method for longitudinal lesion segmentation(2015)
Authors: Saurabh Jain, Diana Sima, A Maertens, Sabine Van Huffel, Frederik Maes, D Smeets
Pages: 193 - 194
- Tensor Based Tumor Tissue Type Differentiation Using Magnetic Resonance Spectroscopic Imaging(2015)
Authors: Bharath Halandur Nagaraja, Diana Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
Pages: 7003 - 7006