Machine Learning Prediction of Treatment Response to Inhaled Corticosteroids in Asthma

Machine Learning Prediction of Treatment Response to Inhaled Corticosteroids in Asthma

Background: Although inhaled corticosteroids (ICS) are the first-line therapy for patients with persistent asthma, many patients continue to have exacerbations. We developed machine learning models to predict the ICS response in patients with asthma. Methods: The subjects included asthma patients of...

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Bibliographic Details
Main Authors: Mei-Sing Ong, Joanne E. Sordillo, Amber Dahlin, Michael McGeachie, Kelan Tantisira, Alberta L. Wang, Jessica Lasky-Su, Murray Brilliant, Terrie Kitchner, Dan M. Roden, Scott T. Weiss, Ann Chen Wu
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Journal of Personalized Medicine
Subjects:
asthma
inhaled corticosteroids
polygenic risk prediction
machine learning
pharmacogenetics
Online Access:https://www.mdpi.com/2075-4426/14/3/246

Internet

https://www.mdpi.com/2075-4426/14/3/246

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