Deep ensemble learning of sparse regression models for brain disease diagnosis - Suk, Heung-Il; Lee, Seong-Whan; Shen, Dinggang (Medical image analysis, 2017)
Keywords: Aged; Alzheimer Disease - diagnostic imaging; Alzheimer's disease; Artificial neural networks; Brain; Brain - diagnostic imaging; Brain diseases; CAS; Clinical Decision-Making; Cognitive ability; Cognitive Dysfunction - diagnostic imaging; Computer assisted surgery; Convolutional neural network; Decision making; Deep ensemble learning; Diagnosis; Diagnostic systems; Ensemble learning; Female; Humans; Intervention; Learning algorithms; Machine Learning; Magnetic Resonance Imaging - methods; Male; Medical diagnosis; Medical imaging; Neural networks; Neurodegenerative diseases; Neuroimaging; Prognosis; Regression Analysis; Regression models; Regularization; Representations; Reproducibility of Results; Sensitivity and Specificity; Sparse regression model; Alzheimer’s disease; Deep ensemble learning; Convolutional neural network; Sparse regression model