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Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data.

, , , and . IEEE J. Biomed. Health Informatics, 24 (4): 1137-1148 (2020)

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Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles., , , , and . ICIAR, volume 9730 of Lecture Notes in Computer Science, page 633-641. Springer, (2016)Graph based neural networks for automatic classification of multiple sclerosis clinical courses., , , and . ESANN, (2018)An automated string-based approach to White Matter fiber-bundles clustering., , , , and . IJCNN, page 1-8. IEEE, (2015)Optic Disc Detection Using Fine Tuned Convolutional Neural Networks., , , and . SITIS, page 69-75. IEEE Computer Society, (2016)BioHIPI: Biomedical Hadoop Image Processing Interface., , , and . MOD, volume 10710 of Lecture Notes in Computer Science, page 540-548. Springer, (2017)White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization., , , , and . ICIAR, volume 9730 of Lecture Notes in Computer Science, page 650-657. Springer, (2016)A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations., , , , , , and . ICANN (2), volume 10614 of Lecture Notes in Computer Science, page 643-651. Springer, (2017)Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization., , , and . SITIS, page 55-61. IEEE Computer Society, (2016)A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine., , , , and . MLMMI@ICML, volume 9487 of Lecture Notes in Computer Science, page 57-64. Springer, (2015)Biomedical Data Augmentation Using Generative Adversarial Neural Networks., , , and . ICANN (2), volume 10614 of Lecture Notes in Computer Science, page 626-634. Springer, (2017)