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Min-Xuan Ma

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Open access Aug 2026

Development and internal-external validation of a machine learning-based risk prediction model for multidrug resistance in mechanically ventilated ICU patients with chronic obstructive pulmonary disease

Objectives This study aimed to develop and conduct internal-external validation of a machine learning-based risk prediction model for multidrug-resistant (MDR) infection in mechanically ventilated intensive care unit (ICU) patients with chronic obstructive pulmonary disease (COPD), so as to provide evidence for early i...

Wei-Ming Xu, Yu Gu, Jing Xu et al. · 0 citations

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