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Author

Qilong Wang

2 papers indexed here

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Open access Oct 2026

Development and external validation of an explainable machine learning model for identifying depressive symptoms in middle-aged and older adults with low haemoglobin: a prediction-model study

Background Early screening for depressive symptoms in middle-aged and older adults is important for timely risk identification. Low haemoglobin may identify a clinically accessible vulnerable subgroup in which chronic disease burden, fatigue, functional impairment, and reduced physiological reserve often coexist. Howev...

Qi-Long Wang, Juan He, Si-Heng Ma et al. · 0 citations
Review Open access Sep 2026

Combined Associations of Diabetes and Depressive Symptoms on Cognitive Impairment Risk in the Population Aged 60 or Older: Cross-Cohort Comparisons From NHANES and CHARLS

Integrating metabolic and mental health screening and interventions may optimize cognitive outcomes in high-risk older adult populations, with a significant additive interaction between diabetes and depressive symptoms found only in the CHARLS cohort.

Si-Heng Ma, Qi-Long Wang, Dong-Rong Zhao et al. · 0 citations

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