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 …

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 …

[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 …

Data mining techniques for early diagnosis of diabetes: a comparative study

L Chaves, G Marques - Applied Sciences, 2021 - mdpi.com
Diabetes is a life-long condition that is well-known in the 21st century. Once known as a
disease of the West, the rise of diabetes has been fed by a nutrition shift, rapid urbanization …

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 …

Prediction of diabetes mellitus: comparative study of various machine learning models

A Hussain, S Naaz - … and Communications: Proceedings of ICICC 2020 …, 2021 - Springer
Diabetes is a common metabolic-cum-endocrine disorder in the world today. It is generally a
chronic problem where either the pancreas does not produce an adequate quantity of …

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 …

[Retracted] A Comprehensive Review of Various Diabetic Prediction Models: A Literature Survey

R Saxena, SK Sharma, M Gupta… - Journal of Healthcare …, 2022 - Wiley Online Library
Diabetes is a chronic disease characterized by a high amount of glucose in the blood and
can cause too many complications also in the body, such as internal organ failure …

[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

KJ Rani - International Journal of Scientific Research in …, 2020 - academia.edu
Diabetes is a chronic disease with the potential to cause a worldwide health care crisis.
According to International Diabetes Federation 382 million people are living with diabetes …