Author

Xiang-Yang Zhang

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Open access Aug 2026

Metabolic risk stratification and psychotic symptoms in first-episode drug-naïve major depressive disorder: a principal component-based cross-sectional study

Cholesterol-glucose metabolic alterations are associated with psychotic symptoms via sequential depressive and anxiety symptoms in FEDN MDD patients via sequential depressive and anxiety symptoms in patients.

Miao Chen, X. Shang, Xiaoe Lang et al. · Frontiers in Psychiatry · 0 citations

Open access Jul 2026

Identification and validation of an explainable screening model of college students' mental health with therapeutic strategy implications.

Mental health issues, especially depressive symptoms, among young adults represent a public health challenge. Conventional psychological assessment tools have limited sensitivity and specificity for identifying individuals at risk. This study aims to develop an explainable machine learning-based model to stratify concu...

Ke-Xuan Liu, Zhe Li, Yu-Yu Zhao et al. · Scientific Reports · 0 citations