Novel Machine Learning Can Predict Acute Asthma Exacerbation.

Journal: Chest
PMID:

Abstract

BACKGROUND: Asthma exacerbations result in significant health and economic burden, but are difficult to predict.

Authors

  • Joe G Zein
    Respiratory Institute, Cleveland Clinic, Cleveland, OH; Lerner Research Institute, Cleveland Clinic, Cleveland, OH. Electronic address: zeinj@ccf.org.
  • Chao-Ping Wu
    Respiratory Institute, Cleveland Clinic, Cleveland, OH.
  • Amy H Attaway
    Respiratory Institute, Cleveland Clinic, Cleveland, OH; Lerner Research Institute, Cleveland Clinic, Cleveland, OH.
  • Peng Zhang
    Key Laboratory of Macromolecular Science of Shaanxi Province, School of Chemistry & Chemical Engineering, Shaanxi Normal University, Xi'an, Shaanxi 710062, China.
  • Aziz Nazha
    Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, United States; Department of Hematology and Medical Oncology, Cleveland Clinic, United States; Center for Clinical Artificial Intelligence, Cleveland Clinic, United States. Electronic address: nazhaa@ccf.org.