[HTML][HTML] A comparison of machine learning algorithms for diabetes prediction

JJ Khanam, SY Foo - Ict Express, 2021 - Elsevier
Diabetes is a disease that has no permanent cure; hence early detection is required. Data
mining, machine learning (ML) algorithms, and Neural Network (NN) methods are used in …

A review on current advances in machine learning based diabetes prediction

V Jaiswal, A Negi, T Pal - Primary Care Diabetes, 2021 - Elsevier
Diabetes is a metabolic disorder comprising of high glucose level in blood over a prolonged
period in the body as it is not capable of using it properly. The severe complications …

A decision support system for diabetes prediction using machine learning and deep learning techniques

A Yahyaoui, A Jamil, J Rasheed… - 2019 1st International …, 2019 - ieeexplore.ieee.org
With the continuing increase in the number of the deadly diseases that threaten both human
health and life, medical Decision Support Systems (DSS) continue to prove their …

Current techniques for diabetes prediction: review and case study

S Larabi-Marie-Sainte, L Aburahmah, R Almohaini… - Applied Sciences, 2019 - mdpi.com
Diabetes is one of the most common diseases worldwide. Many Machine Learning (ML)
techniques have been utilized in predicting diabetes in the last couple of years. The …

[PDF][PDF] Prediction of diabetes mellitus using machine learning techniques

TA Asfaw - Int J Comput Engin Technol, 2019 - sdbindex.com
Diabetes mellitus is a common disease caused by a set of metabolic ailments where the
sugar stages over drawn-out period is very high. It touches diverse organs of the human …

[PDF][PDF] Diabetes prediction: a deep learning approach

SI Ayon, MM Islam - International Journal of Information Engineering …, 2019 - mecs-press.org
Nowadays, Diabetes is one of the most common and severe diseases in Bangladesh as well
as all over the world. It is not only harmful to the blood but also causes different kinds of …

[PDF][PDF] Diabetes prediction using machine learning techniques

M Soni, S Varma - International Journal of Engineering Research & …, 2020 - academia.edu
Diabetes is an illness caused because of high glucose level in a human body. Diabetes
should not be ignored if it is untreated then Diabetes may cause some major issues in a …

A diabetic disease prediction model based on classification algorithms

R Ahuja, SC Sharma, M Ali - Annals of Emerging Technologies in …, 2019 - papers.ssrn.com
Diabetes is one of the chronic diseases in the world, 246 million people are inflicted by this
disease and according to a World Health Organisation (WHO) report, this figure will increase …

[HTML][HTML] Diabetes prediction model using data mining techniques

R Rastogi, M Bansal - Measurement: Sensors, 2023 - Elsevier
Diabetes is the leading cause of death in the world, and it also affects kidney disease, loss of
vision, and heart disease. Data mining techniques contribute to health care decisions for …

Deep learning approach for diabetes prediction using PIMA Indian dataset

H Naz, S Ahuja - Journal of Diabetes & Metabolic Disorders, 2020 - Springer
Abstract Purpose International Diabetes Federation (IDF) stated that 382 million people are
living with diabetes worldwide. Over the last few years, the impact of diabetes has been …