Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks / Yue Cui en The British Journal of Psychiatry, Año 2022 - Vol. 221 - No. 6 (Diciembre)

Público ISBD [artículo]  inThe British Journal of Psychiatry > Año 2022 - Vol. 221 - No. 6 (Diciembre) . - pp. 732 - 739 Título : Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks Tipo de documento: texto impreso Autores: Yue Cui, Autor ; Chao Li, Autor ; Bing Liu, Autor Fecha de publicación: 2023 Artículo en la página: pp. 732 - 739 Idioma : Inglés (eng) Idioma original : Inglés (eng) Palabras clave: Aprendizaje profundo, Materia gris, Metanálisis, Estudio multisitio, Esquizofrenia Resumen: Previous analyses of grey and white matter volumes have reported that schizophrenia is associated with structural changes. Deep learning is a data-driven approach that can capture highly compact hierarchical non-linear relationships among high-dimensional features, and therefore can facilitate the development of clinical tools for making a more accurate and earlier diagnosis of schizophrenia. Link: ./index.php?lvl=notice_display&id=29953 [artículo] Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks [texto impreso] / Yue Cui, Autor ; Chao Li, Autor ; Bing Liu, Autor . - 2023 . - pp. 732 - 739. Idioma : Inglés (eng) Idioma original : Inglés (eng) in The British Journal of Psychiatry > Año 2022 - Vol. 221 - No. 6 (Diciembre) . - pp. 732 - 739 Palabras clave: Aprendizaje profundo, Materia gris, Metanálisis, Estudio multisitio, Esquizofrenia Resumen: Previous analyses of grey and white matter volumes have reported that schizophrenia is associated with structural changes. Deep learning is a data-driven approach that can capture highly compact hierarchical non-linear relationships among high-dimensional features, and therefore can facilitate the development of clinical tools for making a more accurate and earlier diagnosis of schizophrenia. Link: ./index.php?lvl=notice_display&id=29953

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