[HTML][HTML] 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 …

Diabetes prediction using machine learning algorithms

A Mujumdar, V Vaidehi - Procedia Computer Science, 2019 - Elsevier
Diabetes Mellitus is among critical diseases and lots of people are suffering from this
disease. Age, obesity, lack of exercise, hereditary diabetes, living style, bad diet, high blood …

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 …

[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 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 …

Prediction of diabetes using classification algorithms

D Sisodia, DS Sisodia - Procedia computer science, 2018 - Elsevier
Diabetes is considered as one of the deadliest and chronic diseases which causes an
increase in blood sugar. Many complications occur if diabetes remains untreated and …

[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 …

[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 …

[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 …

Diabetes prediction using artificial neural network

N Pradhan, G Rani, VS Dhaka, RC Poonia - Deep Learning Techniques for …, 2020 - Elsevier
The advancement in technology is a root cause for the significant decrease in physical
activities. Moreover, changes in food habits and increases in mental stress cause most …