The Number of Patients in Each of the I25 Sub Codes.

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The accuracies of the best classifiers used on the UCI database in...

The accuracies of machine learning algorithms for the ACP database.

The decision tree induced on the APC database for binary classification.

Supporting Real World Decision Making in Coronary Diseases Using Machine Learning

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May 2021

Peter Kokol
Jan Jurman
Tajda Bogovic
[...]
Helena Blazun Vosner

Cardiovascular diseases are one of the leading global causes of death. Following the positive experiences with machine learning in medicine we performed a study in which we assessed how machine learning can support decision making regarding coronary artery diseases. While a plethora of studies reported high accuracy rates of machine learning algori...