Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series

Psychiatric disorders are categorized using self-report and observational information rather than biological data. There is also considerable symptomatic overlap between different types of psychiatric disorders, which makes diagnostic categorization and multi-class classification challenging. In thi...

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Veröffentlicht in:	Schizophrenia research 2022-07, Vol.245, p.141-150
Hauptverfasser:	Yan, Weizheng, Zhao, Min, Fu, Zening, Pearlson, Godfrey D., Sui, Jing, Calhoun, Vince D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bipolar disorder Bipolar Disorder - psychology Cluster Analysis Deep learning FMRI Humans Magnetic Resonance Imaging - methods Psychotic Disorders - psychology Schizoaffective disorder Schizophrenia Schizophrenia - diagnostic imaging Time Factors
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