Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease

• Published in: AMIA ... Annual Symposium proceedings Vol. 2018; pp. 1147 - 1156
• Main Authors: Zhang, Xi, He, Lifang, Chen, Kun, Luo, Yuan, Zhou, Jiayu, Wang, Fei
• Format: Journal Article
• Language: English
• Published: United States American Medical Informatics Association 2018
• Subjects: Biomarkers; Brain - diagnostic imaging; Cohort Studies; Deep Learning; Disease Progression; Humans; Models, Neurological; Neuroimaging; Parkinson Disease - diagnostic imaging

Parkinson's Disease (PD) is one of the most prevalent neurodegenerative diseases that affects tens of millions of Americans. PD is highly progressive and heterogeneous. Quite a few studies have been conducted in recent years on predictive or disease progression modeling of PD using clinical and...