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Predictive modeling for identification of older adults with high utilization of health and social services.

Heba SourkattiJuha PajulaTeemu Keski-KuhaJuha KoivistoMika HilvoJaakko Lähteenmäki
Published in: Scandinavian journal of primary health care (2024)
Predictive models offer potential for predicting future high service utilization in the older adult population. Achieving high classification performance remains challenging due to diverse contributing factors. We anticipate that classification performance could be increased by including features based on additional data categories such as socio-economic data.
Keyphrases
  • healthcare
  • mental health
  • machine learning
  • deep learning
  • physical activity
  • electronic health record
  • public health
  • big data
  • primary care
  • human health
  • health information
  • climate change
  • data analysis