Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model.

By Douglas S. Lee, Peter C. Austin, J. Rouleau, Peter P. Liu, D. Naimark, J. Tu. Journal of the American Medical Association (JAMA), 2003

1,372 citations recorded by the source corpus.

Subfields: Computer Vision and Pattern Recognition, Control and Systems Engineering, Radiology, Nuclear Medicine and Imaging

View Paper: https://www.semanticscholar.org/paper/9863b2383429ccadcdf7a905cb0355d13a2e0837

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Vision and Pattern Recognition

1. Peter C. Austin
2. Peter F. Schulam
3. Suchi Saria

In Control and Systems Engineering

1. Peter C. Austin
2. Ewout W. Steyerberg
3. Suchi Saria

In Radiology, Nuclear Medicine and Imaging

1. Peter C. Austin
2. Peter F. Schulam
3. Suchi Saria
4. M. Creager

Citations in the corpus

• Evaluation study of congestive heart failure and pulmonary artery catheterization effectiveness: the ESCAPE trial. (2005, neutral): “Ejection fraction, mean (SD), % 19 (7) 20 (6) .”
• Relation of Disease Pathogenesis and Risk Factors to Heart Failure With Preserved or Reduced Ejection Fraction: Insights From the Framingham Heart Study of the National Heart, Lung, and Blood Institute (2009, methodology): “Each incident HF was classified sequentially by (1) LVEF and (2) hierarchical causal classification.”
• Systolic blood pressure at admission, clinical characteristics, and outcomes in patients hospitalized with acute heart failure. (2006, neutral): “Left ventricular systolic dysfunction (n = 6612) 104 (11) (n = 5367) 129 (6) (n = 4530) 149 (6) (n = 3585) 185 (20)”
• Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies (2010, neutral): “Further details of the data obtained were provided elsewhere [24].”
• Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers (2013, methodology): “Both simulations used data-generating processes that were based on the Enhanced Feedback For Effective Cardiac Treatment-Heart Failure (EFFECT-HF) mortality risk model [27].”
• ACC/AHA/HRS 2008 Guidelines for device-based therapy of cardiac rhythm abnormalities. (2008, background): “2 Specific Disease States and Secondary Prevention of Cardiac Arrest or Sustained Ventricular Tachycardia The majority of patients included in prior prospective randomized trials of patients resuscitated from cardiac arrest have had coronary artery disease with impaired ventricular function (320,322”