Clinical Trial: Prediction of Duration of Mechanical Ventilation in Acute Hypoxemic Respiratoty Failure

U.S., Feb. 8 -- ClinicalTrials.gov registry received information related to the study (NCT06815523) titled 'Prediction of Duration of Mechanical Ventilation in Acute Hypoxemic Respiratoty Failure' on Feb. 03.

Brief Summary: Acute hypoxemic respiratory failure (AHRF) is a common cause of admission in intensive care units (ICUs) worldwide. We will assess machine learning (ML) techniques for prediction of prolonged duration (> or = to 7 days) of mechanical ventilation (MV) in 1,241 patients enrolled in the PANDORA study in Spain. The study was registered with ClinalTrials.gov (NCT03145974). Our aim is to identify a model with the minimum number of variables that predict duration of prolonged ventilation in AHRF patients using data as early as...