Prediction of early improvement of major depressive disorder to antidepressant medication in adolescents with radiomics analysis after ComBat harmonization based on multiscale structural MRI.

Ma, Huan; Zhang, Dafu; Wang, Yao; Ding, Yingying; Yang, Jianzhong; Li, Kun

Ma, Huan; Zhang, Dafu; Wang, Yao; Ding, Yingying; Yang, Jianzhong; Li, Kun.

Affiliation

Ma H; Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Kunming, 650018, China.
Zhang D; Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, 650101, China.
Wang Y; Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Kunming, 650018, China.
Ding Y; Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Kunming, 650018, China.
Yang J; Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Kunming, 650018, China.
Li K; Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, 650101, China.

BMC Psychiatry ; 23(1): 466, 2023 06 26.

Article in En | MEDLINE | ID: mdl-37365541

Subject(s)

Depressive Disorder, Major; Serotonin and Noradrenaline Reuptake Inhibitors; Humans; Adolescent; Depressive Disorder, Major/diagnostic imaging; Depressive Disorder, Major/drug therapy; Selective Serotonin Reuptake Inhibitors/therapeutic use; Diffusion Tensor Imaging; Serotonin and Noradrenaline Reuptake Inhibitors/therapeutic use; Antidepressive Agents/therapeutic use; Magnetic Resonance Imaging/methods

Key words

Antidepressant medication; Machine learning; Magnetic resonance imaging; Major depressive disorder; Radiomics

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Depressive Disorder, Major / Serotonin and Noradrenaline Reuptake Inhibitors Type of study: Prognostic_studies / Risk_factors_studies Limits: Adolescent / Humans Language: En Journal: BMC Psychiatry Journal subject: PSIQUIATRIA Year: 2023 Document type: Article Affiliation country: China Country of publication: United kingdom

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