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Methodological guidelines to estimate population-based health indicators using linked data and/or machine learning techniques.

Romana HaneefMariken TijhuisRodolphe ThiébautOndřej MájekIvan PristašHanna TolonenAnne Gallay
Published in: Archives of public health = Archives belges de sante publique (2022)
This is the first study to develop the methodological guidelines for studies focused on population health using linked data and/or machine learning techniques. These guidelines would support researchers to adopt and develop a systematic approach for high-quality research methods. There is a need for high-quality research methodologies using more linked data and ML-techniques to develop a structured cross-disciplinary approach for improving the population health information and thereby the population health.
Keyphrases
  • health information
  • machine learning
  • big data
  • electronic health record
  • clinical practice
  • social media
  • healthcare
  • public health
  • mental health
  • risk assessment
  • case control