Machine learning to identify risk factors associated with the development of ventilated hospital-acquired pneumonia and mortality: implications for antibiotic therapy selection
BackgroundAmong patients with nosocomial bacterial pneumonia, those who decompensated to requiring mechanical ventilation (vHABP) faced the highest mortality followed by ventilator-associated pneumonia (VABP) and non-ventilated hospital-acquired pneumonia (nvHABP). The objectives of this study were...
Main Authors: | Anthony Sophonsri, Mimi Lou, Pamela Ny, Emi Minejima, Paul Nieberg, Annie Wong-Beringer |
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Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2023-12-01
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Series: | Frontiers in Medicine |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fmed.2023.1268488/full |
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