Pediatric Intensive Care AI Models Face Limits from Missing Physiological Data
Machine learning models trained on the Pediatric Intensive Care database achieved moderate mortality discrimination but suffered from low sensitivity due ...
Tag: Critical Care
Study Finds Common Adverse Events During Pediatric Hospital Transports
A prospective study in BMC Emergency Medicine found that adverse events occurred in 24.2% of intrahospital transports for critically ill ...
Pupillometric Indices Show Distinct Behavior in Acute Brain Injury Analysis
A multicentre analysis in acute brain injury indicates that pupillometric indices correlate but differ significantly in abnormality rates and anaesthetic ...
Acute kidney injury affects nearly 40% of African ICU patients
A systematic review and meta-analysis of sixteen studies found that the pooled prevalence of acute kidney injury among adult intensive ...
Hypocalcemia Linked to Higher In-Hospital Mortality in Citrate CRRT Cohort Study
A retrospective cohort study found that hypocalcemia was significantly associated with an increased risk of in-hospital mortality among patients receiving ...
Study Clarifies Bedside MAPSE Utility and Prognostic Value in Critical Care
Researchers clarify that mitral annular plane systolic excursion provides independent prognostic value for mortality in critically ill patients without serving ...
Post-ICU Deaths Drive Excess Mortality in Immunocompromised Viral Respiratory Patients
A reanalysis of Australian intensive care data shows that excess mortality among immunocompromised patients with severe viral respiratory infections occurs ...
New Protocol Helps Community Spoke Hospitals Stabilize Cardiogenic Shock Before Transfer
A standardized, team-agnostic operational blueprint enables community spoke hospitals to rapidly recognize and stabilize cardiogenic shock patients prior to regional ...
GDF15 and risk heterogeneity within the hypoinflammatory phenotype
Researchers suggest elevated GDF15 levels may identify unmeasured metabolic stress and mortality risk within hypoinflammatory acute respiratory distress syndrome.
Cefepime Shows No Greater Delirium Risk Than Alternative Common Antibiotics
Initial treatment with the broad-spectrum beta-lactam antibiotic cefepime is not associated with a higher risk of hospital-onset delirium or other ...
Compliance with the 2021 surviving sepsis campaign Hour-1 Bundle and impact on patient outcomes in a resource-limited setting: A quality improvement initiative in a referral hospital in Rwanda
A quality improvement initiative conducted at the University Teaching Hospital of Butare in Rwanda demonstrated that training healthcare providers in ...
Phenotype-Guided Angiotensin II Therapy Proposed for Vasodilatory Shock in Critical Care
A narrative review proposes combining clinical phenotypes with early hemodynamic assessment to guide targeted angiotensin II therapy in vasodilatory shock.
Bicarbonate May Reduce Dialysis Needs in Critically Ill Patients
A Bayesian meta-analysis of four randomised trials indicates that sodium bicarbonate may reduce the need for dialysis in critically ill ...
Machine Learning Model Predicts Kidney Recovery From 72-Hour Urine Output Trajectories
A retrospective cohort study found that late-phase urine output variability over 72 hours predicted 28-day renal recovery in continuous kidney ...
Sustained oxygenation and pressure burdens linked to higher mortality in ventilated ICU patients
A retrospective MIMIC-IV landmark study of 18,285 ventilated adults found that sustained early oxygenation deficits and elevated driving-pressure proxies were ...
Ulinastatin Shortens ICU Stays in Post-Traumatic Sepsis Trial
A randomized controlled trial found that ulinastatin was associated with shorter ICU and hospital stays and improved inflammatory markers in ...
ICU GHB Infusion Linked to Deeper Sleep
A recent study in Critical Care reports that intravenous gamma-hydroxybutyrate is associated with deeper, more efficient sleep in awake ICU ...
Cardiovascular Collapse in Septic Shock Traced to Ventricular Mismatch and Math Artifacts
A scientific re-evaluation reveals that paradoxical cardiac output declines during vasopressor titration in septic shock stem from acute ventricular afterload ...
Endothelial Activation and Stress Index Linked to Mortality in Stroke ICU Patients
A retrospective cohort study of 1,647 intensive care patients with acute cerebral infarction found that higher scores on the Endothelial ...
Why standardizing pneumonia response alone cannot define treatment effect in trials
A Critical Care letter argues that standardizing pneumonia response measurement in HAP/VAP does not by itself define the treatment estimand ...
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