GA_NN: An intelligent classification system for diabetes

DK Choubey, S Paul, VK Dhandhania - Soft Computing for Problem …, 2019 - Springer
In this modern era, one of the prime most facilities available to this generation is state-of-the-
art health care, and still diabetes has emerged as one the leading chronic disease. Diabetes …

[PDF][PDF] GA_MLP NN: a hybrid intelligent system for diabetes disease diagnosis

DK Choubey, S Paul - International Journal of Intelligent Systems …, 2016 - mecs-press.net
Diabetes is a condition in which the amount of sugar in the blood is higher than normal.
Classification systems have been widely used in medical domain to explore patient's data …

[PDF][PDF] GA_J48graft DT: a hybrid intelligent system for diabetes disease diagnosis

DK Choubey, S Paul - International Journal of Bio-Science and Bio …, 2015 - academia.edu
Diabetes is a condition in which the amount of sugar in the blood is higher than normal.
Classification systems have been widely used in the medical domain to explore patient's …

Diabetes classification techniques: a brief state-of-the-art literature review

JO Agushaka, AE Ezugwu - … Conference, ICAI 2020, Ota, Nigeria, October …, 2020 - Springer
Clinical data on diabetes patients are readily available in many countries and research
directories. These data are not necessarily in the same format or do not contain error-free or …

GA_RBF NN: a classification system for diabetes

DK Choubey, S Paul - International Journal of Biomedical …, 2017 - inderscienceonline.com
The modern society is prone to many life-threatening diseases, which if diagnosed early,
can be easily controlled. The implementation of a disease diagnostic system has gained …

Classification algorithms for predicting diabetes mellitus: a comparative analysis

R Ahuja, P Dixit, A Banga, SC Sharma - Pervasive Healthcare: A …, 2022 - Springer
Diabetes mellitus is one of the chronic diseases in the world. As per the WHO, this disease
affects 422 million people and causes 1.6 million deaths per year. Ignorance of diabetes …

[PDF][PDF] Classification of Diabetes Types using Machine Learning

O Adigun, F Okikiola, N Yekini… - International Journal of …, 2022 - researchgate.net
Machine learning algorithms have aided health workers (including doctors) in the
processing, analysis, and diagnosis of medical problems, as well as the detection of disease …

Classification techniques for diagnosis of diabetes: a review

DK Choubey, S Paul - International Journal of Biomedical …, 2016 - inderscienceonline.com
Classification is an efficient and most widely used technique in various applications, such as
medical diagnosis of diabetes patients. There are various techniques implemented for the …

[PDF][PDF] Predict the onset of diabetes disease using Artificial Neural Network (ANN)

M Pradhan, RK Sahu - International Journal of Computer …, 2011 - researchgate.net
Diabetes Mellitus is a chronic metabolic disorder, where the improper management of the
blood glucose level in the diabetic patients will lead to the risk of heart attack, kidney …

GA_SVM: A classification system for diagnosis of diabetes

DK Choubey, S Paul - Handbook of research on soft computing and …, 2017 - igi-global.com
The modern society is prone to many life-threatening diseases which if diagnosis early can
be easily controlled. The implementation of a disease diagnostic system has gained …