Diabetes Mellitus Type-2 Web-based Risk-PredictionSystem Using Predictive Analytics & Optimal Features–A Case Study of LUMHS, Jamshoro

Haris Ahmed Qureshi,Amirita Dewani, Muhammad Usama Arain,Memoona Sami,Neelam Dewani, Mussaib Rasheed

2021 International Conference on Artificial Intelligence (ICAI)（2021）

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摘要

Diabetes mellitus is a disease in which the person suffers from hyper glycemia (high blood glucose level). This disease mainly develops either when the body has insufficient production of insulin (a hormone that regulates blood glucose level) or has become resistant to insulin. In Pakistan, there is no appropriate system in practice to identify with precision if a person is likely at risk of Type-...

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关键词

Support vector machines,Machine learning algorithms,Feature extraction,Prediction algorithms,Diabetes,Glucose,Classification algorithms

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