Exploratory research on asthma exacerbation risk factors using the Japanese claims database and machine learning: A retrospective cohort study.

Soichiro HozawaShotaro MaedaAkira KikuchiMasayoshi Koinuma

Published in: The Journal of asthma : official journal of the Association for the Care of Asthma (2021)

A comprehensive analysis of claims data using machine learning showed asthma exacerbation risk factors mostly consistent with those in previous studies. Further examination in other fields is warranted.

Keyphrases

chronic obstructive pulmonary disease
risk factors
machine learning
lung function
health insurance
big data
allergic rhinitis
electronic health record
artificial intelligence
air pollution
emergency department
intensive care unit
adverse drug
data analysis