Elucidating salient site-specific functional connectivity features and site-invariant biomarkers in schizophrenia via deep neural networks

• Main Authors: Chan, Yi Hao, Yew, Wei Chee, Chew, Qian Hui, Sim, Kang, Rajapakse, Jagath Chandana
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering::Computer science and engineering; Artificial Neural Network; Brain Mapping
• Online Access: https://hdl.handle.net/10356/173039
• Institution: Nanyang Technological University

Schizophrenia is a highly heterogeneous disorder and salient functional connectivity (FC) features have been observed to vary across study sites, warranting the need for methods that can differentiate between site-invariant FC biomarkers and site-specific salient FC features. We propose a technique...