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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jian-Chao Lu

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Open access Aug 2026

Two-hour dynamic reassessment of noninvasive ventilation failure risk in acute exacerbation of chronic obstructive pulmonary disease with hypercapnic respiratory failure: development and temporal validation

Background Early recognition of noninvasive ventilation (NIV) failure remains difficult in acute exacerbation of chronic obstructive pulmonary disease (AECOPD) with hypercapnic respiratory failure. We developed and temporally validated a model for structured reassessment after early NIV treatment and compared it with a...

Tao Liu, Xiaohao Yan, Jian-Chao Lu · 0 citations

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