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

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

Abstract Background Asthma is a chronic respiratory disease affecting millions of people worldwide, but early detection can be challenging due to the time-consuming nature of the traditional technique. Machine learning has shown great potential in the prompt prediction of asthma. However, because of...

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Bibliographic Details
Main Authors: Dejing Li, Stanley Ebhohimhen Abhadiomhen, Dongmei Zhou, Xiang-Jun Shen, Lei Shi, Yubao Cui
Format: Article
Language:English
Published: BMC 2024-01-01
Series:Journal of Translational Medicine
Subjects:
Asthma prediction
Asthma
Affinity graph
Feature selection
Online Access:https://doi.org/10.1186/s12967-024-04866-9

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