Probabilistic Graphical Modeling for Estimating Risk of Coronary Artery Disease: Applications of a Flexible Machine-Learning Method
Medical decision making : an international journal of the Society for Medical Decision Making, 2019.
Bayesian networksBayesian statisticsHEORartificial intelligencecardiologyMore(6+)
Coronary artery disease (CAD) is the leading cause of death and disease burden worldwide, causing 1 in 7 deaths in the United States alone. Risk prediction models that can learn the complex causal relationships that give rise to CAD from data, instead of merely predicting the risk of disease, have the potential to improve transparency an...More
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