Author

Jie Hu

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Sep 2026

Clinical feature grouping-based FT-Transformer for postpartum depression risk prediction: a longitudinal cohort study in perinatal women.

Postpartum depression (PPD) poses risks to maternal health and family relationships, making identification of high-risk individuals important. Most PPD prediction models treat clinical variables as an undifferentiated set and rarely use the clinical grouping structure of risk factors. Using perinatal and postpartum dat...

Qing-Yao Wang, Shi-Xin Zhao, Chen-Xu Tian et al. · Psychiatry Research · 0 citations

Aug 2026

Latent Profile Analysis of Childhood Trauma and Loneliness Among Community-Dwelling Older Adults and Their Association with Depressive Symptoms.

BACKGROUND Depression is a leading mental health concern among community dwelling older adults, with childhood trauma and current loneliness identified as critical risk factors. However, existing research has predominantly examined these variables in isolation, obscuring heterogeneity in their co-occurring patterns and...

Xiang-Zi Ji, Jia-Yuan Zhang, Jin-Ping Zhao et al. · Clinical Gerontologist · 0 citations