Nicolas Sauwen
According to our database1,
Nicolas Sauwen
authored at least 7 papers
between 2015 and 2017.
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Bibliography
2017
Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas.
IEEE J. Biomed. Health Informatics, 2017
Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization.
BMC Medical Imaging, 2017
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.
PhD thesis, 2016
A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas.
Proceedings of the 24th European Signal Processing Conference, 2016
Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015