Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans - Huang, Zhi-An; Hu, Yao; Liu, Rui; Xue, Xiaoming; Zhu, Zexuan; Song, Linqi; Tan, Kay Chen (IEEE transactions on biomedical engineering, 2023)
Keywords: Attention deficit hyperactivity disorder; Autism; autism spectrum disorder; Autism Spectrum Disorder - diagnostic imaging; Biomarkers; Data models; Datasets; Deep learning; Diagnosis; domain shift; Feature extraction; Federated multi-task learning; Functional magnetic resonance imaging; Humans; joint diagnosis; Machine learning; Magnetic Resonance Imaging; Medical diagnostic imaging; Medical imaging; Mental disorders; Mental Disorders - diagnostic imaging; Multitasking; Optimization; Phenotypes; Privacy; Schizophrenia; Task analysis; Training