Effective feature learning and fusion of multimodality data using stage‐wise deep neural network for dementia diagnosis - Zhou, Tao; Thung, Kim‐Han; Zhu, Xiaofeng; Shen, Dinggang (Human brain mapping, 2019)
Keywords: Abnormalities; Aged; Aging; Alzheimer's disease; Alzheimer's disease (AD); Artificial neural networks; Brain; Cognitive ability; Cognitive Dysfunction - diagnostic imaging; Cognitive Dysfunction - genetics; Deep Learning; Dementia; Dementia - diagnostic imaging; Dementia - genetics; Dementia disorders; Diagnosis; Diagnostic systems; Female; Gene polymorphism; Heterogeneity; Humans; Machine learning; Magnetic resonance imaging; Male; Medical imaging; Middle Aged; mild cognitive impairment (MCI); Multimodal Imaging - methods; multimodality data fusion; Neurodegenerative diseases; Neuroimaging; Neuroimaging - methods; Neurology; Polymorphism; Polymorphism, Single Nucleotide; Positron emission tomography; Representations; Risk analysis; Risk factors; Single-nucleotide polymorphism; Training; mild cognitive impairment (MCI); deep learning; Alzheimer's disease (AD); multimodality data fusion