Published on in Vol 6 , No 2 (2022) :Jul-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38040, first published .
The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease

The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease

The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease

Steven Simon 1 , BA, MD ;   Divneet Mandair 2 , BA, MD ;   Abdel Albakri 2 , BA, MD ;   Alison Fohner 3 , PhD ;   Noah Simon 4 , PhD ;   Leslie Lange 5 , PhD ;   Mary Biggs 6 , PhD ;   Kenneth Mukamal 7 , MD ;   Bruce Psaty 3, 8 , MD, PhD ;   Michael Rosenberg 1 , MD

1 Division of Cardiology , University of Colorado School of Medicine , Aurora , CO , US

2 University of Colorado School of Medicine , Aurora , CO , US

3 Department of Epidemiology , University of Washington , Seattle , WA , US

4 Department of Biostatistics , University of Washington , Seattle , WA , US

5 Division of Biomedical Informatics and Personalized Medicine , University of Colorado Anschutz Medical Campus , Aurora , CO , US

6 Cardiovascular Health Research Unit , University of Washington , Seattle , WA , US

7 Department of Medicine , Beth Israel Deaconess Medical Center , Boston , MA , US

8 Department of Medicine , University of Washington , Seattle , WA , US

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