Machine learning-based model for acute asthma exacerbation detection using routine blood parameters

Machine learning-based model for acute asthma exacerbation detection using routine blood parameters

Background: Acute asthma exacerbations (AAEs) are a leading cause of asthma-related morbidity and mortality, especially in resource-limited settings where pulmonary function tests are unavailable or when patients are unable to cooperate with testing. This study aimed to develop and validate a diagno...

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Bibliographic Details
Main Authors: Youpeng Chen, Junquan Sun, Yabang Chen, Enzhong Li, Jiancai Lu, Huanhua Tang, Yifei Xie, Jiana Zhang, Lesi Peng, Haojie Wu, Zhangkai J. Cheng, Baoqing Sun
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:World Allergy Organization Journal
Subjects:
Asthma
Machine learning
Blood chemical analysis
Diagnosis
Online Access:http://www.sciencedirect.com/science/article/pii/S1939455125000511
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