Machine learning model for differentiating Pneumocystis jirovecii pneumonia from colonization and analyzing mortality risk in non-HIV patients using BALF metagenomic sequencing.

IF 3 3区医学 Q2 INFECTIOUS DISEASES

BMC Infectious Diseases Pub Date : 2025-10-01 DOI:10.1186/s12879-025-11576-0

Yuhui Chen, Yiwei Bai, Meng Li, Xinai Gan, Yutong Wang, Yongzhao Zhou, Ting Niu

引用次数: 0

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基于BALF宏基因组测序的机器学习模型用于区分吉氏肺囊虫肺炎和定植肺炎，并分析非hiv患者的死亡风险。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

BMC Infectious Diseases 医学-传染病学

CiteScore

6.50

自引率

0.00%

发文量

860

审稿时长

3.3 months

期刊介绍： BMC Infectious Diseases is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of infectious and sexually transmitted diseases in humans, as well as related molecular genetics, pathophysiology, and epidemiology.