Self-supervised learning for early detection of neurodegenerative diseases with small data

• Main Author: Jiang, Hongchao
• Other Authors: Miao Chun Yan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/166402
• Institution: Nanyang Technological University

Neurodegenerative diseases are one of the leading causes of disability in the world. They are chronic diseases where patients experience irreversible depletion of neurons in the brain. The most common neurodegenerative diseases are Alzheimer’s disease (AD) and Parkinson’s disease (PD), where patient...