Diagnosis and Prognosis of Diabetes Mellitus with Deep Learning

Erum Afzal,Tanzila Saba,Kashif Javed,Haris Ali,Adnan Karim

2022 Fifth International Conference of Women in Data Science at Prince Sultan University (WiDS PSU)（2022）

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摘要

Diabetes being a metabolic disease is affecting people worldwide. It brings them under the life risk often. Early diagnosis and prognosis are required to control the disease's associated health problems and complications to prevent the damage of internal organs that may become fatal to life. In this research efficient deep learning models naming: XGBOOST and LGBM have been implemented on the datas...

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关键词

Deep learning,Biological systems,Data science,Prediction algorithms,Filling,Diabetes,Glucose

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