Building Predictive Models for Schizophrenia Diagnosis with Peripheral Inflammatory Biomarkers.

Kozyrev, Evgeny A; Ermakov, Evgeny A; Boiko, Anastasiia S; Mednova, Irina A; Kornetova, Elena G; Bokhan, Nikolay A; Ivanova, Svetlana A

Kozyrev, Evgeny A; Ermakov, Evgeny A; Boiko, Anastasiia S; Mednova, Irina A; Kornetova, Elena G; Bokhan, Nikolay A; Ivanova, Svetlana A.

Afiliación

Kozyrev EA; Budker Institute of Nuclear Physics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia.
Ermakov EA; Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia.
Boiko AS; Mental Health Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634014 Tomsk, Russia.
Mednova IA; Mental Health Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634014 Tomsk, Russia.
Kornetova EG; Mental Health Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634014 Tomsk, Russia.
Bokhan NA; University Hospital, Siberian State Medical University, 634050 Tomsk, Russia.
Ivanova SA; Mental Health Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634014 Tomsk, Russia.

Biomedicines ; 11(7)2023 Jul 14.

Article en En | MEDLINE | ID: mdl-37509629

Palabras clave

artificial intelligence; biomarkers; decision trees; deep neural network; k-nearest neighbors; logistic regression; machine learning; predictive model; schizophrenia; support vector machine

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Biomedicines Año: 2023 Tipo del documento: Article País de afiliación: Rusia Pais de publicación: Suiza

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