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Source: Annals of Epidemiology
Condition: Diabetes Mellitus
Procedure: Heart Transplant
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Cardiovascular Disease Treatment Outcomes in Patients with Diabetes: Prediction Models Using Artificial Neural Networks and Logistic Regression
Diabetes mellitus (DM) is not only a major risk factor for coronary heart disease (CHD); it also worsens CHD prognosis. The study's purpose was to investigate comparative effectiveness of two major CHD treatment procedures - coronary artery bypass grafting (CABG) and percutaneous coronary intervention (PCI) - in a population of CHD patients with DM (CHD-DM), using an artificial intelligence tool - artificial neural networks (ANN) - and a traditional multivariable logistic regression (MLR).
Source: Annals of Epidemiology - August 21, 2015 Category: Epidemiology Authors: Alexander V. Sergeev, Gary R. Weckman Tags: Cardiovascular Diseases and Stroke Source Type: research
