Innovative Neuroimaging Biomarker Distinction of Major Depressive Disorder and Bipolar Disorder through Structural Connectome Analysis and Machine Learning Models

Innovative Neuroimaging Biomarker Distinction of Major Depressive Disorder and Bipolar Disorder through Structural Connectome Analysis and Machine Learning Models

Major depressive disorder (MDD) and bipolar disorder (BD) share clinical features, which complicates their differentiation in clinical settings. This study proposes an innovative approach that integrates structural connectome analysis with machine learning models to discern individuals with MDD from...

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Xehetasun bibliografikoak
Egile Nagusiak: Yang Huang, Jingbo Zhang, Kewei He, Xue Mo, Renqiang Yu, Jing Min, Tong Zhu, Yunfeng Ma, Xiangqian He, Fajin Lv, Du Lei, Mengqi Liu
Formatua: Artikulua
Hizkuntza:English
Argitaratua: MDPI AG 2024-02-01
Saila:Diagnostics
Gaiak:
bipolar disorder
major depressive disorder
gray matter
graph theory
machine learning
Sarrera elektronikoa:https://www.mdpi.com/2075-4418/14/4/389

Internet

https://www.mdpi.com/2075-4418/14/4/389

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