Developing a prediction model for persistent airflow limitation in asthmatic children
PAL in asthmatic children can be predicted with clinically meaningful accuracy using routinely available clinical data, and three prediction models (LR, RF, and XGBoost) demonstrated comparable performance in identifying high-risk patients.
Authors
- Xinyu Jia (ORCID: https://orcid.org/0000-0002-1832-9504)
- Shiqiu Xiong (ORCID: https://orcid.org/0000-0003-2684-1302)
- Wei Chen (ORCID: https://orcid.org/0000-0002-7224-1095)
- Chuanhe Liu
Institutions
- Xi’an Children’s Hospital (CN)
Publication Details
- Journal
- Journal of Thoracic Disease
- Published
- 2025-10-01
- DOI
- https://doi.org/10.21037/jtd-23-1796
- Primary Topic
- Asthma and respiratory diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00