Machine Learning Shows Limited Incremental Gain in Early ICU Heart Attack Predictions
A comparative modeling study of critically ill patients with acute myocardial infarction demonstrated that early six-hour landmark mortality prediction is ...
Tag: In-hospital mortality
Neural Network Predicts In-Hospital Mortality in Male Aortic Dissection Surgery
A neural network model showed promising discrimination for predicting in-hospital mortality after surgery in male patients with acute type A ...
Socioeconomic Disadvantage Linked to Higher Mortality in French COVID-19 Intensive Care
A nationwide French cohort study revealed that socioeconomic deprivation and safety-net health coverage were independently associated with increased in-hospital mortality, ...
Hospitalized Adults With Rhinovirus Face Severe In-Hospital Outcomes Similar to RSV
A retrospective cohort study of hospitalized adults in Brazil found that rhinovirus infection was associated with rates of intensive care ...
Late-Onset Neonatal ARDS Linked to Lower In-Hospital Mortality in Multicenter Study
A multicenter retrospective cohort study found that late-onset neonatal acute respiratory distress syndrome is associated with significantly lower in-hospital mortality ...
Trauma Scores Lose Accuracy in Older Patients
A retrospective study of 15,682 trauma patients found that conventional trauma scores lose predictive accuracy for in-hospital mortality as patient ...
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 ...
Machine Learning Predicts In-Hospital Mortality for Postoperative Neurosurgical ICU Patients
A retrospective cohort study found that an XGBoost machine learning model accurately predicted in-hospital mortality among postoperative neurosurgical intensive care ...
Age-stratified clinical phenotypes of cardiac implantable electronic device infections: a 20-year retrospective cohort study
The research, which analyzed data from 383 patients treated between 2002 and 2022, challenges traditional risk stratification methods that rely ...
Handgrip Strength Predicts Mortality in Older Emergency Patients
A prospective study of 499 older adults in the emergency department found that lower handgrip strength was significantly associated with ...
In-hospital mortality, hemorrhagic complications, and sociodemographic disparities in acute promyelocytic leukemia: a nationwide analysis of the United States, 2016 to 2023
A nationwide study of United States hospitalizations found that acute promyelocytic leukemia in-hospital mortality did not improve from 2016 to ...
Pandemic Disrupted Paediatric Cancer Care at Sudan’s National Cancer Institute
A retrospective descriptive study at Sudan's National Cancer Institute found a 77 percent decline in paediatric oncology attendance and substantial ...
Updated SOFA-2 Score Matches Original for Predicting Short-Term Sepsis Mortality
In older emergency patients with sepsis, SOFA-2 demonstrated good short-term mortality discrimination but did not improve prognostic performance over the ...
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 ...
Pediatric brain injury guideline adherence in Lebanon shows gaps but no clear survival benefit
A Lebanese retrospective cohort of 120 children with traumatic brain injury found moderate guideline adherence averaging 74.23 percent, with no ...
Pediatric acute heart failure in low- and middle-income countries mapped in scoping review
A scoping review of 33 studies from 16 low- and middle-income countries finds pediatric acute heart failure is severe, congestion-dominated, ...
Hospital care among French centenarians shifts toward emergency admissions and rehabilitation
A nationwide study of French hospital discharge data found that acute care hospitalization among centenarians fell from 53.2 to 45.4 ...
Severe Ionized Hypocalcemia on Admission Signals Higher Death Risk in Major Trauma
A retrospective cohort study of 2,486 major trauma patients in South Korea found that severe admission ionized hypocalcemia below 1.0 ...
Comorbidity Count Misleads as Kidney Injury Death Risk, Study Finds
A large U.S. hospital study found that in-hospital mortality among adults with acute kidney injury falls at moderate comorbidity counts ...
CPPD Linked to Longer Stays and Higher Stroke Care Costs
A retrospective analysis of 1.8 million weighted US stroke admissions found that patients with calcium pyrophosphate deposition disease had longer ...
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