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Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia.

, , , , , , , , , and . NeuroImage, (2018)

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Improving Classification Rate of Schizophrenia Using a Multimodal Multi-Layer Perceptron Model with Structural and Functional MR., , and . CoRR, (2018)Variational Autoencoders for Feature Detection of Magnetic Resonance Imaging Data., , and . CoRR, (2016)Effective connectivity analysis of fMRI and MEG data collected under identical paradigms., , , , , , , and . Comp. in Bio. and Med., 41 (12): 1156-1165 (2011)Deep independence network analysis of structural brain imaging: A simulation study., , , , , and . MLSP, page 1-6. IEEE, (2015)Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks., , , and . ECML/PKDD (1), volume 5781 of Lecture Notes in Computer Science, page 131-146. Springer, (2009)Amalgamating evidence of dynamics., and . Synthese, 196 (8): 3213-3230 (2019)Almost instant brain atlas segmentation for large-scale studies., , , and . CoRR, (2017)Sparseness and a reduction from Totally Nonnegative Least Squares to SVM., , , , and . IJCNN, page 1922-1929. IEEE, (2011)Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling., , , , , and . J. Sel. Topics Signal Processing, 10 (7): 1134-1149 (2016)Multiplicative updates For Non-Negative Kernel SVM, , , , and . CoRR, (2009)