Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations

HIGHLIGHTS

  • who: Anne A. H. de Hond from the DepartmentLeiden University have published the Article: Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations, in the Journal: Scientific Reports Scientific Reports of 11/06/2022
  • what: The authors aimed to assess the performance of ML techniques and classic models for short-term prediction of severe asthma exacerbations based on home monitoring data. The authors analyzed two previous studies which had as the primary aim to study adjustments in asthma u00adtreatment30,31.
  • how: Both studies were conducted in an . . .

     

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