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Machine Learning Prediction of Treatment Response to Inhaled Corticosteroids in Asthma.

Mei Sing OngJoanne E SordilloAmber DahlinMichael McGeachieKelan TantisiraAlberta L WangJessica Lasky-SuMurray BrilliantTerrie KitchnerDan M RodenScott T WeissAnn Chen Wu
Published in: Journal of personalized medicine (2024)
An accurate risk prediction of ICS response can be obtained using machine learning methods, with the potential to inform personalized treatment decisions. Further studies are needed to examine if the integration of richer phenotype data could improve risk prediction.
Keyphrases
  • machine learning
  • big data
  • chronic obstructive pulmonary disease
  • cystic fibrosis
  • lung function
  • electronic health record
  • high resolution
  • combination therapy
  • case control
  • human health