Classifying ASD based on time-series fMRI using spatial–temporal transformer - Deng, Xin; Zhang, Jiahao; Liu, Rui; Liu, Ke (Computers in biology and medicine, 2022)
Keywords: ABIDE; Adversarial Generation Network(GAN); Autism; Autism spectrum disorder (ASD); Autism Spectrum Disorder - diagnostic imaging; Biomarkers; Brain - diagnostic imaging; Datasets; Deep learning; Deep learning(DL); Diagnosis; Endoscopy; Functional magnetic resonance imaging; Functional magnetic resonance imaging (fMRI); Humans; Internal Medicine; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Medical imaging; Neuroimaging; Other; Spatial discrimination learning; Time Factors; Transformer; Transformers; Deep learning(DL); ABIDE; Transformer; Functional magnetic resonance imaging (fMRI); Autism spectrum disorder (ASD); Adversarial Generation Network(GAN)