2019 · 12 citations · 18 references
ComputingData ScienceHealth InformaticsData MiningPredictive AnalyticsRisk AnalyticsDiabetes MellitusDiabetes PreventionPredictive Health ModelingPredictive ModelingRisk PredictionRisk ScoringChronic Disease Risk PredictionDisease Forecasting ModelsDisease Risk PredictionMachine Learning Prediction ModelsPredictive Analytics For PreventionPredictive EpidemiologyPredictive Outcome ModelingPredictive Risk Scoring
Diabetes mellitus is one of the most commonplace persistent illnesses in nearly all nations, and keeps booming in numbers and importance, as economic development and urbanization result in changing lifestyles characterized by reduced physical hobby and expanded weight problems. In this paper we have reviewed various case related to diabetes mellitus based on different predictive analytics algorithm and we found that single algorithm is not sufficient for predictive analytics.
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Type 2 diabetes mellitus prediction model based on data mining
Han Wu, Shengqi Yang, Zhangqin Huang et al. · Informatics in Medicine Unlocked · 2017 · 398 citations · Full text
A hybrid prediction model for type 2 diabetes using K-means and decision tree
Wenqian Chen, Shuyu Chen, Hancui Zhang et al. · 2017 · 106 citations