FUNCTIONAL NETWORK CONNECTIVITY (FNC)-BASED GENERATIVE ADVERSARIAL NETWORK (GAN) AND ITS APPLICATIONS IN CLASSIFICATION OF MENTAL DISORDERS
J. Zhao, D. Zhi, W. Yan, V. D. Calhoun, J. Sui
This paper introduces an FNC-based GAN for classifying mental disorders from fMRI data, achieving higher accuracy than existing methods in MDD and schizophrenia classification.
Journal of Neuroscience Methods · Jul 1, 2020Peer-reviewedBioengineering