Multimodal machine learning-based model for differentiating nontuberculous mycobacteria from mycobacterium tuberculosis

ObjectiveTo develop and evaluate the effectiveness of multimodal machine learning approach for the differentiation of NTM from MTB.MethodsThe clinical data and CT images of 175 patients were retrospectively obtained. We established clinical data-based model, radiomics-based model, and multimodal (cl...

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Bibliographic Details
Main Authors: Hong-ling Li, Ri-zeng Zhi, Hua-sheng Liu, Mei Wang, Si-jie Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Public Health
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Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1470072/full
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