Gray and white matter structural examination for diagnosis of major depressive disorder and subthreshold depression in adolescents and young adults: a preliminary radiomics analysis

Gray and white matter structural examination for diagnosis of major depressive disorder and subthreshold depression in adolescents and young adults: a preliminary radiomics analysis

Abstract Background Radiomics is an emerging image analysis framework that provides more details than conventional methods. In present study, we aimed to identify structural radiomics features of gray matter (GM) and white matter (WM), and to develop and validate the classification model for major d...

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Bibliographic Details
Main Authors: Huan Ma, Dafu Zhang, Dewei Sun, Hongbo Wang, Jianzhong Yang
Format: Article
Language:English
Published: BMC 2022-09-01
Series:BMC Medical Imaging
Subjects:
Major depressive disorder
Subthreshold depression
Magnetic resonance imaging
Radiomics
Machine learning
Online Access:https://doi.org/10.1186/s12880-022-00892-5

Internet

https://doi.org/10.1186/s12880-022-00892-5

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