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Design of intelligent diabetes mellitus detection system using hybrid feature selection based XGBoost classifier.

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2021 Sep Others A Prabha, J Yadav, A Rani, V Singh - Computers in Biology and Medicine, 2021 - Elsevier

Full Author : ['Prabha, Anju', 'Yadav, Jyoti', 'Rani, Asha', 'Singh, Vijander']
Journal Title : Computers in biology and medicine
Chapter : Section1
Journal Year : 2021
Cited by : 37.0

In this work, a non-invasive diabetes mellitus detection system is proposed based on the wristband photoplethysmography (PPG) signal and basic physiological parameters (PhyP) to enable easy detection of diabetes mellitus (DM). A dataset of 217 participant..... Read More

Keywords : ["intelligent diabetes mellitus detection system use hybrid feature selection base xgboost classifier", "design"]
PubMed Link : https://www.sciencedirect.com/science/article/pii/S0010482521004583
Google Scholar Link : https://scholar.google.com/scholar?cites=6558733238148410352&as_sdt=40005&sciodt=0,10&hl=en&num=20