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The "Healthcare Workers' Wellbeing [Benessere Operatori]" Project: A Longitudinal Evaluation of Psychological Responses of Italian Healthcare Workers during the COVID-19 Pandemic.

Gaia PeregoFederica CugnataChiara BrombinFrancesca MilanoEmanuele PretiRossella Di PierroChiara De PanfilisFabio MadedduValentina Elisabetta Di Mattei
Published in: Journal of clinical medicine (2022)
An innovative, and more flexible, data mining statistical approach (i.e., a regression trees approach for repeated measures data) allowed us to identify risk factors and derive classification rules that could be helpful to implement targeted interventions for healthcare workers.
Keyphrases
  • risk factors
  • electronic health record
  • big data
  • machine learning
  • deep learning
  • physical activity
  • quality improvement
  • sleep quality