Integrating Multimodal MRIs for Adult ADHD Identification with Heterogeneous Graph Attention Convolutional Network

• Published in: Predictive Intelligence in Medicine pp. 157 - 167
• Main Authors: Yao, Dongren, Yang, Erkun, Sun, Li, Sui, Jing, Liu, Mingxia
• Format: Book Chapter
• Language: English
• Published: Cham Springer International Publishing 25.09.2021
• Series: Lecture Notes in Computer Science
• Subjects: Attention-deficit/hyperactivity disorder; Diffusion MRI; Graph convolution network; Resting-state functional MRI

Adult attention-deficit/hyperactivity disorder (ADHD) is a mental health disorder whose symptoms would change over time. Compared with subjective clinical diagnosis, objective neuroimaging biomarkers help us better understand the mechanism of brain between patients with brain disorders and age-match...