Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors - Mejia, Amanda F.; Nebel, Mary Beth; Wang, Yikai; Caffo, Brian S.; Guo, Ying (Journal of the American Statistical Association, 2020)
Keywords: Algorithms; Applications and case studies; Bayesian analysis; Bayesian methods; Bayesian theory; Big Data; Brain; Brain size; Computationally intensive methods; Computer simulation; Empirical analysis; Expectation-maximization; Functional magnetic resonance imaging; humans; Independent component analysis; Magnetic resonance imaging; magnetism; Networks; Neuroimaging; Populations; Regression analysis; Reliability; Reliability analysis; Simulation; Statistical methods; Statistics; Wealth