Classification of cognitive syndromes in a Southeast Asian population: interpretable graph convolutional neural networks

• Main Authors: Ong, Charlene Zhi Lin, Vipin, Ashwati, Leow, Yi Jin, Tanoto, Pricilia, Lee, Faith Phemie Hui En, Ghildiyal, Smriti, Liew, Shan Yao, Zhang, Yanteng, Asad Abu Bakar Ali, Rajapakse, Jagath Chandana, Kandiah, Nagaendran
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2025
• Subjects: Computer and Information Science; Cognitive impairment; Deep learning
• Online Access: https://hdl.handle.net/10356/183537
• Institution: Nanyang Technological University

Dementia is a debilitating disease that afflicts a large population worldwide. Early diagnosis of cognitive impairment can allow for preventative measures to be taken to slow down or prevent the progression to dementia. In this study, we devise an interpretable graph convolutional neural network app...