Asthma prediction via affinity graph enhanced classifier: a machine learning approach based on routine blood biomarkers.

Dejing LiStanley Ebhohimhen AbhadiomhenDongmei ZhouXiang-Jun ShenLei ShiYu-Bao Cui

Published in: Journal of translational medicine (2024)

As observed from the experimental results, advanced statistical machine learning approaches such as AGEC can enable accurate diagnosis of asthma. This finding holds promising implications for improving asthma management.

Keyphrases

machine learning
chronic obstructive pulmonary disease
lung function
allergic rhinitis
artificial intelligence
big data
deep learning
cystic fibrosis
clinical practice
air pollution
convolutional neural network