[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 …

Predicting Diabetes Using Machine Learning

N Kumar, P Singh, S Kumari… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Diabetes could create a global health care catastrophe. The International Diabetes
Federation, predicted that there are currently 382 million diabetics worldwide and this figure …

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 …

[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 …

Prediction of diabetes disease using machine learning model

A Sharma, K Guleria, N Goyal - International Conference on …, 2021 - Springer
As per the statistics mentioned by the world health organization, four hundred twenty-two
million people in the world are suffering from diabetes which has raised the death toll to 1.6 …

[PDF][PDF] A survey: detection and prediction of diabetes using machine learning techniques

P Indoria, YK Rathore - International Journal of Engineering …, 2018 - academia.edu
Diabetes is a one of the leading cause of blindness, kidney failure, amputations, heart failure
and stroke. When we eat, our body turns food into sugars, or glucose. At that point, our …

[PDF][PDF] Diabetes prediction using medical data

D Singh, EJ Leavline, BS Baig - Journal of Computational …, 2017 - researchgate.net
Nowadays, diabetes has become a common disease to the mankind from young to the old
persons. The growth of the diabetic patients is increasing dayby-day due to various causes …

Analysis of prediction accuracy of diabetes using classifier and hybrid machine learning techniques

S Barik, S Mohanty, S Mohanty, D Singh - Intelligent and Cloud …, 2021 - Springer
In the past few years, the growth of diabetes among people became exponential. A health
report tells that about 347 million of world populations are affected by diabetes. Diabetes not …

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 …

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 …