The American Journal of Managed Care

Using Machine Learning Models to Predict Asthma in Early Childhood

Asthma can be predicted using non-biological measurements from the age of 3 years, according to one study. Machine learning models can predict physician-diagnosed asthma in early childhood, a recent ...
Healio

Machine learning model predicts small airways disease in patients with asthma

Please provide your email address to receive an email when new articles are posted on . A machine learning classifier was trained on capnogram features. The model’s probability output inversely ...
Healio

Machine learning predicts exacerbations in adults with asthma

Please provide your email address to receive an email when new articles are posted on . The model was based on the records of 21,686 adults with asthma. The model had a 0.85 area under the curve, 0.7 ...
EurekAlert!

Identification of SIK1 as a signature gene in asthma by machine learning. (IMAGE)

(A, B) LASSO regression identified 22 key genes associated with asthma. (C) The SVM-RFE algorithm identified a total of 26 key genes associated with asthma. (D) The intersection of LASSO and SVM-RFE ...