Gene-related Parkinson's disease diagnosis via feature-based multi-branch octave convolution network

• Main Authors: Lei, Haijun, Zhang, Yuchen, Li, Hancong, Huang, Zhongwei, Liu, Chien-Hung, Zhou, Feng, Tan, Ee-Leng, Xiao, Xiaohua, Lei, Yi, Hu, Huoyou, Huang, Yaohui, Lei, Baiying
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Selection; Classification
• Online Access: https://hdl.handle.net/10356/163635
• Institution: Nanyang Technological University

Parkinson's disease (PD) is a common neurodegenerative disease in the elderly population. PD is irreversible and its diagnosis mainly relies on clinical symptoms. Hence, its effective diagnosis is vital. PD has the related gene mutation called gene-related PD, which can be diagnosed not only in...