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Author

Qian Yao

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Review Oct 2026

Non-pharmacological interventions for perinatal parental depression and anxiety: a systematic review and network meta-analysis.

BACKGROUND Perinatal depression and anxiety exhibit significant partner interdependence and family-level ramifications, constituting a family issue concerning both parents. However, existing evidence syntheses have predominantly examined maternal or paternal mental health in isolation, neglecting the systemic integrity...

Yue-He Huang, Huan Ding, Xiang-Yu Yao et al. · 0 citations
Review Aug 2026

Clinical speech AI for schizophrenia: Diagnostic accuracy of speech- and language-based digital biomarkers in a PRISMA-DTA systematic review and meta-analysis.

Clinically credible evaluation now requires locked-model prospective external validation in diagnostic-uncertainty populations, calibration and decision-curve reporting, standardized multilingual/multidevice acquisition, fairness assessment, interpretable outputs and explicit human oversight.

Xiao-Qiang Tang, Jun-Mei Chen, Yue-He Huang et al. · 0 citations

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