Prevalence of antibiotic-resistant pathogens in culture-proven sepsis and outcomes associated with inadequate and broad-spectrum empiric antibiotic use
C Rhee, SS Kadri, JP Dekker, RL Danner… - JAMA network …, 2020 - jamanetwork.com
Importance Broad-spectrum antibiotics are recommended for all patients with suspected
sepsis to minimize the risk of undertreatment. However, little is known regarding the net …
sepsis to minimize the risk of undertreatment. However, little is known regarding the net …
Equitably allocating resources during crises: racial differences in mortality prediction models
Rationale: Crisis standards of care (CSCs) guide critical care resource allocation during
crises. Most recommend ranking patients on the basis of their expected in-hospital mortality …
crises. Most recommend ranking patients on the basis of their expected in-hospital mortality …
Machine learning for predicting cardiac events: what does the future hold?
B Patel, P Sengupta - Expert review of cardiovascular therapy, 2020 - Taylor & Francis
Introduction: With the increase in the number of patients with cardiovascular diseases, better
risk-prediction models for cardiovascular events are needed. Statistical-based risk …
risk-prediction models for cardiovascular events are needed. Statistical-based risk …
REVeAL-HF: design and rationale of a pragmatic randomized controlled trial embedded within routine clinical practice
Heart failure (HF) is one of the most common causes of hospitalization in the United States
and carries a significant risk of morbidity and mortality. Use of evidence-based interventions …
and carries a significant risk of morbidity and mortality. Use of evidence-based interventions …
Artificial intelligence algorithm for predicting mortality of patients with acute heart failure
Aims This study aimed to develop and validate deep-learning-based artificial intelligence
algorithm for predicting mortality of AHF (DAHF). Methods and results 12,654 dataset from …
algorithm for predicting mortality of AHF (DAHF). Methods and results 12,654 dataset from …
Performance of prognostic risk scores in chronic heart failure patients enrolled in the European Society of Cardiology Heart Failure Long-Term Registry
M Canepa, C Fonseca, O Chioncel, C Laroche… - JACC: Heart Failure, 2018 - jacc.org
Objectives: This study compared the performance of major heart failure (HF) risk models in
predicting mortality and examined their utilization using data from a contemporary …
predicting mortality and examined their utilization using data from a contemporary …
[HTML][HTML] A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set
Recently, recurrent neural networks (RNNs) have been applied in predicting disease onset
risks with Electronic Health Record (EHR) data. While these models demonstrated …
risks with Electronic Health Record (EHR) data. While these models demonstrated …
Sepsis surveillance using adult sepsis events simplified eSOFA criteria versus sepsis-3 sequential organ failure assessment criteria
Objectives: Sepsis-3 defines organ dysfunction as an increase in the Sequential Organ
Failure Assessment score by greater than or equal to 2 points. However, some Sequential …
Failure Assessment score by greater than or equal to 2 points. However, some Sequential …
Epidemiology of hospital-onset versus community-onset sepsis in US hospitals and association with mortality: a retrospective analysis using electronic clinical data
Objectives: Prior studies have reported that hospital-onset sepsis is associated with higher
mortality rates than community-onset sepsis. Most studies, however, have used inconsistent …
mortality rates than community-onset sepsis. Most studies, however, have used inconsistent …
Social determinants of health and 90‐day mortality after hospitalization for heart failure in the REGARDS study
Background Outcomes following heart failure (HF) hospitalizations are poor, with 90‐day
mortality rates of 15% to 20%. Although prior studies found associations between individual …
mortality rates of 15% to 20%. Although prior studies found associations between individual …