Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging. - Halandur Nagaraja Bharath; Diana Maria Sima; Nicolas Sauwen; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (EMBC, 2015)

Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation. - Nicolas Sauwen; Marjan Acou; Halandur Nagaraja Bharath; Diana Maria Sima; Jelle Veraart; Frederik Maes; Uwe Himmelreich; Eric Achten; Sabine Van Huffel (ESANN, 2016)

Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas. - Halandur Nagaraja Bharath; Nicolas Sauwen; Diana Maria Sima; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (EUSIPCO, 2016)

A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization. - Nicolas Sauwen; Diana Maria Sima; Marjan Acou; Eric Achten; Frederik Maes; Uwe Himmelreich; Sabine Van Huffel (SITIS, 2016)

Unsupervised and Semi-supervised Non-negative Matrix Factorization Methods for Brain Tumor Segmentation using Multi-parametric MRI Data ; Ongesuperviseerde en semi-gesuperviseerde niet-negatieve matrix factorizatie methoden voor de segmentatie van hersentumoren op basis van multi-parametrische MRI data. - Nicolas Sauwen (2016)

Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization. - Nicolas Sauwen; Marjan Acou; Diana Maria Sima; Jelle Veraart; Frederik Maes; Uwe Himmelreich; Eric Achten; Sabine Van Huffel (BMC Medical Imaging, 2017)

Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas. - Halandur Nagaraja Bharath; Diana Maria Sima; Nicolas Sauwen; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (IEEE J. Biomed. Health Informatics, 2017)