Deep Generative Analysis for Task-Based Functional MRI Experiments

• Published in: bioRxiv
• Main Authors: De Albuquerque, Daniela F, Goffinet, Jack, Wright, Rachael, Pearson, John M
• Format: Paper
• Language: English
• Published: Cold Spring Harbor Cold Spring Harbor Laboratory Press 04.04.2021; Cold Spring Harbor Laboratory
• Edition: 1.2
• Subjects: Brain mapping; Functional magnetic resonance imaging; Nervous system; Neuroimaging; Neuroscience; Statistical analysis

While functional magnetic resonance imaging (fMRI) remains one of the most widespread and important methods in basic and clinical neuroscience, the data it produces---time series of brain volumes---continue to pose daunting analysis challenges. The current standard ("mass univariate") appr...