Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI - Huang, Zhi-An; Liu, Rui; Zhu, Zexuan; Tan, Kay Chen (IEEE transaction on neural networks and learning systems, 2024)
Keywords: Algorithms; Analytical models; Attention deficit/hyperactivity disorder (ADHD); autism spectrum disorder (ASD); Biomarkers; Brain - diagnostic imaging; Brain modeling; Cluster Analysis; Clustering; Computational neuroscience; Correlation; Diagnosis; Evolutionary algorithms; Functional magnetic resonance imaging; functional magnetic resonance imaging (fMRI); Humans; joint diagnosis; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Medical imaging; Mental disorders; Mental Disorders - diagnosis; Mental Disorders - diagnostic imaging; multitask learning (MTL); Neural networks; Neural Networks, Computer; Neuroimaging; Pattern analysis; Public health; Rest - physiology; schizophrenia (SCZ); Task analysis