New predictive models of heart failure mortality using time-series measurements and ensemble models

Field Value
Model ID11-020-03
Model NameSubramanian 2011 - Standard Baseline Measurement + Cytokines at Baseline and 8, 16, and 24 Weeks
Pubmed ID21562057
First AuthorSubramanian
JournalCirculation: Heart Failure
Year2011
TitleNew predictive models of heart failure mortality using time-series measurements and ensemble models
Primary Index ConditionChronic Heart Failure (CHF)
Secondary Index ConditionN/A
OutcomeMortality
Model Sample Size963
Cohort Sample Size1200
Number of Events172
Follow-Up DurationLong (>6 months)
AUROC0.81
Calibration Reported
CovariatesIntercept, BUN, LVEF, Lymphocytes, Cardiothoracic ratio, X2, X3, X5
Mesh TermsTo be updated
Number of Validations0

External Validations