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Analytical study of heart disease prediction comparing with different algorithms
46
Citations
10
References
2015
Year
Unknown Venue
Heart FailureDiagnosisDisease ClassificationHeart Disease PredictionComputational MedicineOptimization-based Data MiningData ScienceData MiningGenetic AlgorithmBiostatisticsPublic HealthCardiologyPrediction ModellingCardiovascular ImagingPredictive AnalyticsLearning Classifier SystemCardiac CareEpidemiologyMedical Data MiningEvolutionary Data MiningCardiovascular DiseaseParticle Swarm OptimizationMedicineHealth Informatics
In data mining there are several ways, approaches to predict any disease and different researches are still going on. In this survey, we have studied several algorithms (like genetic algorithm, Particle Swarm Optimization, Artificial Neural Network) which play very essential role in determining or predicting heart disease. Here we firstly describe the basic concepts of these three algorithms, and analyze how these algorithms helps in prediction of heart diseases.
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