Machine learning techniques in healthcare informatics: Showcasing prediction of type 2 diabetes mellitus disease using lifestyle data

MB Malik, SM Ganie, T Arif - Predictive Modeling in Biomedical Data Mining …, 2022 - Elsevier
Abstract Machine learning (ML) is an emerging area of research in the healthcare industry.
The healthcare data are being generated from multiple sources along with different formats …

[PDF][PDF] A modified mayfly-SVM approach for early detection of type 2 diabetes mellitus

R Patil, S Tamane, SA Rawandale… - Int. J. Electr. Comput. Eng, 2022 - academia.edu
Diabetes mellitus is a chronic disease that affects many people in the world badly. Early
diagnosis of this disease is of paramount importance as physicians and patients can work …

[PDF][PDF] TYPE-2 FUZZY NEURAL SYSTEM FOR DIAGNOSIS OF DIABETES

H ALTIPARMAK, R ABIYEV - 2022 - docs.neu.edu.tr
In this thesis T2FNN (Type-2 Fuzzy Neural Network) model is proposed for the diagnosis of
diabetes. The model proposed is the integration of Type-2 Fuzzy Logic and Artificial Neural …