Multivariate analysis and data mining help predict asthma exacerbations.

Mihaicuta Stefan Lucreția Udrescu Adrian Militaru Valentin Nădăşan Angelica I Tiotiu Andras Bikov Sorin Ursoniu Romina Birza Alina Mirela Popa Stefan-Marian Frent

Published in: The Journal of asthma : official journal of the Association for the Care of Asthma (2023)

Machine learning ensemble methods and statistical analysis concordantly indicate that occupational exposure and ACT < 20 are strong predictors for asthma exacerbation.

Keyphrases

chronic obstructive pulmonary disease
machine learning
lung function
big data
data analysis
artificial intelligence
electronic health record
allergic rhinitis
neural network
extracorporeal membrane oxygenation