Tag: predictors
ARDS Subphenotypes Validation and Utility Identified by Machine-learning Models
Classifier models using clinical variables alone can accurately assign ARDS subphenotypes in observational cohorts. Application of these models can provide valuable prognostic information and could inform management strategies... read more
COVID-19 Mortality Prediction Model
While there have been extensive analyses characterizing cellular and humoral responses across the severity spectrum in COVID-19, predictors of outcomes within severe COVID-19 remain to be comprehensively elucidated. Recently,... read more
Predict Sepsis-Associated Vasopressor Use in the ICU
Domain adaptation improved performance of a model predicting sepsis-associated vasopressor use during external validation. 40 retrospectively collected features from the electronic medical records of adult ICU patients... read more
The Use of Different Sepsis Risk Stratification Tools Uncovers Different Mortality Risks
Our data suggest that the sepsis risk stratification tools currently utilized in emergency departments and on the general wards do not predict mortality adequately. This is illustrated by the disparity in mortality risk... read more
Epidemiology of Intravenous Immune Globulin in Septic Shock
Intravenous immune globulin is used infrequently across the US in patients with septic shock. Regimens of IVIG in septic shock may be less intensive than those associated with a survival benefit in meta-analyses. Observed... read more
Post‑COVID‑19 Syndrome in Outpatients
Background Some patients experience long-term symptoms after COVID-19, but data on outpatients with mild-to-moderate COVID-19 are scarce. Objective To describe persisting symptoms more than 3 months after infection in PCR-confirmed... read more
Clinical Features and Predictors in Critically Ill COVID-19 Patients
We aim to describe a case series of critically and non-critically ill COVID-19 patients in Singapore. This was a multicentered prospective study with clinical and laboratory details. Details for fifty uncomplicated COVID-19... read more
Mediastinal lymphadenopathy may predict 30-day mortality in COVID-19 patients
Along with older age and consolidation pattern,enlarged mediastinal lymphadenopathy was found to be an independent predictor of 30-day mortality in patients with COVID-19. Although enlarged mediastinal lymphadenopathy... read more
Clinical Prediction Models: A Practical Approach to Development, Validation, and Updating
Prediction models are important in various fields, including medicine, physics, meteorology, and finance. Prediction models will become more relevant in the medical field with the increase in knowledge on potential predictors... read more
Predictors of In-Hospital Mortality After RRT Calls
Despite wide adoption of rapid response teams across the United States, predictors of in-hospital mortality for patients receiving rapid response team calls are poorly characterized. Identification of patients at high risk... read more
Scoring System Predicts Difficult Airways in Obese Patients
As a result of the literature review, the researchers created a scoring system for independent predictors of a difficult airway in morbid obesity.... read more
