Applications of machine learning approaches for pediatric asthma exacerbation management: a systematic review

Abstract Background Pediatric asthma is a common chronic respiratory disease worldwide, and its acute exacerbation events significantly impact children’s health and quality of life. Machine learning, an advanced data analysis technique, has shown great potential in healthcare applications in recent...

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Bibliographic Details
Main Authors: Chunni Zhou, Liu Shuai, Hao Hu, Carolina Oi Lam Ung, Yunfeng Lai, Lijun Fan, Wei Du, Yan Wang, Meng Li
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-025-02990-0
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