Loneliness severity and heart disease risk in older Chinese rural adults: a machine learning-based cross-sectional study.

Detalles Bibliográficos
Publicado en:Journal of Global Health Vol. 15; pp. 1 - 12
Autores principales: Ding, Di, Cai, Jiasheng, Sun, Xusen, Luo, Rong, Liu, Haibo
Formato: research tables/charts Journal Article
Publicado: Edinburgh University Global Health Society 2025
Acceso en línea:Ver este registro en EBSCOhost
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      dt: 2025
      vid: 15
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      pub: Edinburgh University Global Health Society
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        atl: Loneliness severity and heart disease risk in older Chinese rural adults: a machine learning-based cross-sectional study.
      aug:
        au:
          Ding, Di
          Cai, Jiasheng
          Sun, Xusen
          Luo, Rong
          Liu, Haibo
        affil: Department of Cardiology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
      sug:
        subj:
          Loneliness Psychosocial Factors
          Cardiovascular Risk Factors In Old Age
          Rural Population
          Risk Assessment
          Machine Learning Algorithms
          Prediction Models
          Human
          Male
          Female
          Middle Age
          Aged
          Aged, 80 and Over
          China
          Cross Sectional Studies
          Comparative Studies
          Descriptive Statistics
          Data Analysis Software
          Questionnaires
          Severity of Illness
          Logistic Regression
          Decision Trees
          Self Report
          Psychological Tests
          Correlational Studies
          Rural Areas
          Geriatric Assessment
          Health Screening
          Age Factors
          Sex Factors
          Loneliness Evaluation
          Hypertension
          Smoking
          Diabetes Mellitus
          Stroke
          Hyperlipidemia
          Support Vector Machine
          Random Forest
          Socioeconomic Factors
          Funding Source
          Middle Aged: 45-64 years
          Aged: 65+ years
          Aged, 80 & over
          Male
          Female
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
      ab:
    language: English
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