Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data - Yuan, Lei; Wang, Yalin; Thompson, Paul M.; Narayan, Vaibhav A.; Ye, Jieping (NeuroImage (Orlando, Fla.), 2012)
Keywords: Accuracy; Aged; Algorithms; Alzheimer Disease - cerebrospinal fluid; Alzheimer Disease - pathology; Alzheimer's disease; Artificial Intelligence; Biomarkers; Brain research; Classification; Cognitive Dysfunction - cerebrospinal fluid; Cognitive Dysfunction - pathology; Databases, Factual; Ensemble; Female; Fluorodeoxyglucose F18; Humans; Image Processing, Computer-Assisted - methods; Image Processing, Computer-Assisted - statistics & numerical data; Incomplete data; Magnetic Resonance Imaging; Male; Medical imaging; Methods; Middle Aged; Multi-source feature learning; Multi-task learning; Neuroimaging - instrumentation; Neuroimaging - methods; NMR; Nuclear magnetic resonance; Pathology; Positron-Emission Tomography; Proteomics; Radiopharmaceuticals; Studies; Multi-source feature learning; Incomplete data; Multi-task learning; Ensemble