Objective: To describe the results of the application of a Machine Learning (ML) model to predict in-hospital cardiac arrests (ICA) 24 hours in advance in the hospital wards.
Design: Retrospective observational cohort study.
Setting: Hospital Wards.
Background: Ventilator-associated pneumonia (VAP) represents a transitory status of immunoparalysis, and we hypothesized that ventilator-associated tracheobronchitis (VAT) could share also some degree of immune response to a respiratory infection.
Research Design And Methods: A prospective observational study in five medical ICUs to evaluate immunological alterations of patients with VA-LRTI. Immunological gene expression profiles in the blood using whole transcriptome microarrays in the first 24 hours following diagnosis.
Objective: To design a mortality indicator in acute coronary syndrome (ACS) in the intensive care unit (ICU).
Design: A multicenter, observational descriptive study was carried out.
Participants: Patients with ACS admitted to the ICUs included in the ARIAM-SEMICYUC registry between January 2013 and April 2019.
Objective: To determine if the use of corticosteroids was associated with Intensive Care Unit (ICU) mortality among whole population and pre-specified clinical phenotypes.
Design: A secondary analysis derived from multicenter, observational study.
Setting: Critical Care Units.