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Randomized Denoising Autoencoders for Smaller and Efficient Imaging Based AD Clinical Trials.

, , , and . MICCAI (2), volume 8674 of Lecture Notes in Computer Science, page 470-478. Springer, (2014)

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Speeding up Permutation Testing in Neuroimaging., , , , and . CoRR, (2015)MKL for Robust Multi-modality AD Classification., , , and . MICCAI (1), volume 5762 of Lecture Notes in Computer Science, page 786-794. Springer, (2009)A generalized form of context-dependent psychophysiological interactions (gPPI): A comparison to standard approaches., , , and . NeuroImage, 61 (4): 1277-1286 (2012)Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness., , , , , , and . NeuroImage, (2014)Experimental Design on a Budget for Sparse Linear Models and Applications., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 583-592. JMLR.org, (2016)When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications., , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 4170-4179. PMLR, (2017)Online Graph Completion: Multivariate Signal Recovery in Computer Vision., , , , and . CVPR, page 5019-5027. IEEE Computer Society, (2017)Statistical inference models for image datasets with systematic variations., , , , and . CVPR, page 4795-4803. IEEE Computer Society, (2015)Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks., , , , , , and . CVPR, page 2517-2525. IEEE Computer Society, (2016)Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging., , , , , and . CVPR, page 5777-5786. IEEE Computer Society, (2017)