Concepedia

Nonclinical Features in Predictive Modeling of Cardiovascular Diseases: A Machine Learning Approach

Mirza Rizwan Sajid, Noryanti Muhammad, Roslinazairimah Zakaria, Ahmad Shahbaz, Syed Ahmad Chan Bukhari, Seifedine Kadry, A. Suresh

Interdisciplinary Sciences Computational Life Sciences · 2021 · 25 citations · 38 references

DOI

Concepts

References

38

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Prediction of Coronary Heart Disease Using Risk Factor Categories

Peter W.F. Wilson, Ralph B. D’Agostino, Daniel Levy et al. · Circulation · 1998 · 9.6K citations

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Estimation of ten-year risk of fatal cardiovascular disease in Europe: the SCORE project

Ronán Conroy · European Heart Journal · 2003 · 5.3K citations · Full text

, , +17

Data mining

Ian H. Witten, Eibe Frank · ACM SIGMOD Record · 2002 · 5.2K citations

, , +1

Global, Regional, and National Burden of Cardiovascular Diseases for 10 Causes, 1990 to 2015

Gregory A. Roth, Catherine O. Johnson, Amanuel Alemu Abajobir et al. · Journal of the American College of Cardiology · 2017 · 3.9K citations · Full text

, , +16