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Multimodal Metagenomic Profiling of Bronchoalveolar Lavage Fluid for Diagnostic Classification of Pulmonary Diseases

2025-03-03

Abstract excerpt

<title>Abstract</title> <p>Recent advances in unbiased metagenomic next-generation sequencing (mNGS) enable simultaneous examination of microbial and host genetic material. In this study, we developed a multimodal machine learning-based diagnostic approach to differentiate lung cancer and pulmonary infections using 402 bronchoalveolar lavage fluid (BALF) mNGS datasets. The training cohort revealed differences in...

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Literature Corpus work
1e26ae88-ec92-582a-9f15-fe6dc2bb0af5
DOI
10.21203/rs.3.rs-6108429/v1
Open publication

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Multimodal Metagenomic Profiling of Bronchoalveolar Lavage Fluid for Diagnostic Classification of Pulmonary DiseasesDOI 10.21203/rs.3.rs-6108429/v1
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