Machine Learning-Based Identification of Suicidal Risk in Patients With Schizophrenia Using Multi-Level Resting-State fMRI Features

Machine Learning-Based Identification of Suicidal Risk in Patients With Schizophrenia Using Multi-Level Resting-State fMRI Features

BackgroundSome studies suggest that as much as 40% of all causes of death in a group of patients with schizophrenia can be attributed to suicides and compared with the general population, patients with schizophrenia have an 8.5-fold greater suicide risk (SR). There is a vital need for accurate and r...

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Bibliographic Details
Main Authors: Bartosz Bohaterewicz, Anna M. Sobczak, Igor Podolak, Bartosz Wójcik, Dagmara Mȩtel, Adrian A. Chrobak, Magdalena Fa̧frowicz, Marcin Siwek, Dominika Dudek, Tadeusz Marek
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Neuroscience
Subjects:
schizophrenia
suicidal ideations
machine learning
resting state fMRI
mental pain
classification
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2020.605697/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2020.605697/full

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