Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration - Chen, Tianle; Zeng, Donglin; Wang, Yuanjia (Biometrics, 2015)
Keywords: Algorithms; Alzheimer disease; Alzheimer Disease - diagnosis; Alzheimer Disease - etiology; Alzheimer's disease; biometry; Biometry - methods; chronic diseases; Clinical outcomes; cohort studies; Computer Simulation; DISCUSSION PAPER; Disease prediction; Disease Progression; epidemiological studies; etiology; Humans; Huntington Disease - diagnosis; Huntington Disease - etiology; Huntingtons disease; image analysis; Integrative analysis; Latent effects; Longitudinal Studies; Machine Learning - statistics & numerical data; Models, Statistical; natural history; prediction; risk; Statistical learning; Statistics, Nonparametric; Support Vector Machine - statistics & numerical data; Integrative analysis; Latent effects; Statistical learning; Disease prediction