2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) · 2022 · 13 citations · 9 references
ComputingComputer ScienceHealth InformaticsCryptographyForecastingMachine LearningData EncryptionHealth Data EncryptionHealth Insurance AnalyticsPredictive Health ModelingRisk ForecastingRisk PredictionEncrypted Machine LearningHealthcare Data EncryptionMachine Learning Cost ForecastingMachine Learning For InsuranceMachine Learning Prediction ModelsMedical Cost AnalysisPrediction Model DevelopmentSecure Machine Learning
Health-care costs are rising on a daily basis after the advent of Covid. Most importantly, health issues are becoming more prevalent and critical. As a result, predicting medical insurance cost has become unavoidable as many people choose insurance. However, for a secure system, the entire prediction model for each customer should be encrypted end-to-end. To create a better prediction model, Machine learning regression algorithms are used. The prediction model will be encrypted end-to-end. This paper will give the steps of developing a reliable medical insurance cost prediction model.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Classification and Regression by randomForest
Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations
Algorithmic Prediction of Health-Care Costs
Dimitris Bertsimas, Margrét V. Bjarnadóttir, Michael A. C. Kane et al. · Operations Research · 2008 · 206 citations