From immunology to artificial intelligence: revolutionizing latent tuberculosis infection diagnosis with machine learning

From immunology to artificial intelligence: revolutionizing latent tuberculosis infection diagnosis with machine learning

Abstract Latent tuberculosis infection (LTBI) has become a major source of active tuberculosis (ATB). Although the tuberculin skin test and interferon-gamma release assay can be used to diagnose LTBI, these methods can only differentiate infected individuals from healthy ones but cannot discriminate...

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Bibliographic Details
Main Authors: Lin-Sheng Li, Ling Yang, Li Zhuang, Zhao-Yang Ye, Wei-Guo Zhao, Wen-Ping Gong
Format: Article
Language:English
Published: BMC 2023-11-01
Series:Military Medical Research
Subjects:
Tuberculosis (TB)
Latent tuberculosis infection (LTBI)
Machine learning (ML)
Biomarkers
Differential diagnosis
Online Access:https://doi.org/10.1186/s40779-023-00490-8

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