3D CNN Based Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Functional and Structural MRI

• Main Authors: Zou, Liang, Zheng, Jiannan, Miao, Chunyan, Mckeown, Martin J., Wang, Z. Jane
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2017
• Subjects: Attention Deficit Hyperactive Disorder; 3D CNN
• Online Access: https://hdl.handle.net/10356/86887; http://hdl.handle.net/10220/44209
• Institution: Nanyang Technological University

Attention deficit hyperactivity disorder (ADHD) is one of the most common mental-health disorders. As a neurodevelopment disorder, neuroimaging technologies, such as magnetic resonance imaging (MRI), coupled with machine learning algorithms, are being increasingly explored as biomarkers in ADHD. Amo...