New predictive models of heart failure mortality using time-series measurements and ensemble models
| Field | Value |
|---|---|
| Model ID | 11-020-01 |
| Model Name | Subramanian 2011 - Standard Baseline Measurements |
| Pubmed ID | 21562057 |
| First Author | Subramanian |
| Journal | Circulation: Heart Failure |
| Year | 2011 |
| Title | New predictive models of heart failure mortality using time-series measurements and ensemble models |
| Primary Index Condition | Chronic Heart Failure (CHF) |
| Secondary Index Condition | N/A |
| Outcome | Mortality |
| Model Sample Size | 963 |
| Cohort Sample Size | 1200 |
| Number of Events | 172 |
| Follow-Up Duration | Long (>6 months) |
| AUROC | 0.74 |
| Calibration Reported | 1 |
| Covariates | Intercept; BUN; LVEF; Lymphocytes; Cardiothoracic ratio |
| Mesh Terms | To be updated |
| Number of Validations | 0 |