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AHRQ Research Studies
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Research Studies is a monthly compilation of research articles funded by AHRQ or authored by AHRQ researchers and recently published in journals or newsletters.
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Brown SM, Duggal A, Hou PC
Nonlinear imputation of PaO2/FIO2 from SpO2/FIO2 among mechanically ventilated patients in the ICU: a prospective, observational study.
The objective of the study was to validate the superiority of nonlinear imputation of PaO2/FIO2 (a clinical indicator of hypoxaemia) among mechanically ventilated patients and understand what factors influence the accuracy of imputation. It concluded that in mechanically ventilated patients, nonlinear imputation of PaO2/FIO2 from SpO2/FIO2 seems accurate, especially for moderate-severe hypoxemia. Linear and log-linear imputations cannot be recommended.
AHRQ-funded; HS021456.
Citation:
Brown SM, Duggal A, Hou PC .
Nonlinear imputation of PaO2/FIO2 from SpO2/FIO2 among mechanically ventilated patients in the ICU: a prospective, observational study.
Crit Care Med 2017 Aug;45(8):1317-24. doi: 10.1097/ccm.0000000000002514.
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Keywords:
Diagnostic Safety and Quality, Respiratory Conditions, Intensive Care Unit (ICU), Emergency Medical Services (EMS)