Concepedia

Integration of coronary artery calcium scoring from CT attenuation scans by machine learning improves prediction of adverse cardiovascular events in patients undergoing SPECT/CT myocardial perfusion imaging

Attila Fehér, Konrad Pieszko, Robert J.H. Miller, Mark Lemley, Aakash Shanbhag, Cathleen Huang, Leonidas Miras, Yi-Hwa Liu, Albert J. Sinusas, Edward J. Miller,

Journal of Nuclear Cardiology · 2022 · 26 citations · 37 references

DOIFull text

Open access

Concepts

References

37

XGBoost

2016 · 48.6K citations · Full text

, , +15

Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach

Elizabeth R. DeLong, David M. DeLong, Daniel L. Clarke‐Pearson · Biometrics · 1988 · 22.3K citations

, , +16

Coronary Calcium as a Predictor of Coronary Events in Four Racial or Ethnic Groups

Robert Detrano, Alan D. Guerci, J. Jeffrey Carr et al. · New England Journal of Medicine · 2008 · 3K citations

, , +15

Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

Michael Pencina, Ralph B. D’Agostino, Ewout W. Steyerberg · Statistics in Medicine · 2010 · 2.4K citations · Full text

, , +17

Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap

Jihyun Kim · Computational Statistics & Data Analysis · 2009 · 794 citations

, , +12