Optimizing Preprocessing and Analysis Pipelines for Single-Subject fMRI: 2. Interactions with ICA, PCA, Task Contrast and Inter-Subject Heterogeneity - Churchill, Nathan W.; Yourganov, Grigori; Oder, Anita; Tam, Fred; Graham, Simon J.; Strother, Stephen C. (PloS one, 2012)
Keywords: Adult; Adults; Analysis; Biology; Biophysics; Brain Mapping - methods; Brain research; Cognitive ability; Computer Simulation; Design factors; Discriminant analysis; Engineering; Experimental design; Female; Food quality; Fourier Analysis; Functional magnetic resonance imaging; Head movement; Heterogeneity; Humans; Hypotheses; Image Processing, Computer-Assisted - methods; Independent component analysis; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Mathematics; Medical imaging; Medical research; Motion; Multivariate analysis; Neurosciences; NMR; Noise; Noise reduction; Normal Distribution; Nuclear magnetic resonance; Optimization; Oxygen - blood; Physiological aspects; Physiology; Pipelines; Preprocessing; Principal Component Analysis; Principal components analysis; Regression Analysis; Reproducibility; Reproducibility of Results; Respiration; Sparsity; Time Factors; Young Adult; United Kingdom--UK; Toronto Ontario Canada; Canada