Application of a Machine Learning Algorithm for Structural Brain Images in Chronic Schizophrenia to Earlier Clinical Stages of Psychosis and Autism Spectrum Disorder: A Multiprotocol Imaging Dataset Study.
Yinghan ZhuHironori NakataniWalid YassinNorihide MaikusaNaohiro OkadaAkira KunimatsuOsamu AbeHitoshi KuwabaraHidenori YamasueKiyoto KasaiKazuo OkanoyaShinsuke KoikePublished in: Schizophrenia bulletin (2022)
We built a classifier from multiple protocol structural brain images applicable to independent samples from different clinical stages and spectra. The predictive information of the classifier could be useful for applying neuroimaging techniques to clinical differential diagnosis and predicting disease onset earlier.