Developing a Decision-Theoretic Network for a Congenital Heart Disease
نویسندگان
چکیده
To support paediatric cardiologists in prognostic assessment and treatment planning, a decision-theoretic network for congenital heart disease is being constructed. The network is built in collaboration with a domain expert, using modelling methods commonly advocated in the literature. Although these methods prove to be useful in many cases, it was found that in some situations their applicability falls short. These situations and their associated problems are described. Techniques that have been developed to e ectively deal with the problems are presented.
منابع مشابه
Comparison of Three Decision-Making Models in Differentiating Five Types of Heart Disease: A Case Study in Ghaem Sub-Specialty Hospital
Introduction: cardiovascular diseases are becoming the main cause of mortality and morbidity in most countries. This research goal was to predict the types of heart diseases for more accurate diagnosis by data mining and neural network technics. Method: This research was an applied-survey study and after data preprocessing, three approaches of neural network, decision making tree and Bayes simp...
متن کاملComparison of Three Decision-Making Models in Differentiating Five Types of Heart Disease: A Case Study in Ghaem Sub-Specialty Hospital
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To support paediatric cardiologists in prognostic assessment and treatment planning, a decision-theoretic network for congenital heart disease is being constructed. The network is built in collaboration with a domain expert, using modelling methods commonly advocated in the literature. Although these methods prove to be useful in many cases, it was found that in some situations their applicabil...
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