Diabetes subtypes classification for personalized health care: A review

N Omar, NN Nazirun, B Vijayam, AA Wahab… - Artificial Intelligence …, 2023 - Springer
Healthcare is evolving from standard to personalized, driven by the patients' needs.
Personalized healthcare is a medical model based on genetics, genomics, and other …

Supervised and unsupervised machine learning based review on diabetes care

T Chauhan, S Rawat, S Malik… - 2021 7th International …, 2021 - ieeexplore.ieee.org
Sedentary lifestyle, poor diet and work pressure lead the diabetes disease which may cause
several fatal health issues like heart attack, strokes, kidney failure, nerve damage etc …

Detection of diabetes melittus, kidney disease with ML

V Teju, KV Sowmya, C Yuvanika… - … on advances in …, 2021 - ieeexplore.ieee.org
Diabetes is a disease which is caused with the rise in glucose levels. A huge number of
difficulties come up if this is not identified and treated at the right stage. The most common …

Diabetes Prediction based on Supervised and Unsupervised Learning Techniques-A Review

M Sivaraman, J Sumitha - 2022 3rd International Conference …, 2022 - ieeexplore.ieee.org
Diabetes is a disorder that develops in the human body when blood glucose or sugar levels
are extremely high. Machine Learning (ML) is subfield of Artificial Intelligence (AI) that is built …

An Efficiency of KNN and Decision Tree Techniques for Diabetes Prediction

M Sivaraman, J Sumitha - 2022 6th International Conference …, 2022 - ieeexplore.ieee.org
Blood glucose level is very important in human body function. Energy come human body
from food. Blood glucose helped for this process in human body. Diabetes is arise when …

Machine Learning Diabetes Diagnosis Literature Review

MR Wijoseno, AE Permanasari… - 2023 10th International …, 2023 - ieeexplore.ieee.org
This paper presents a systematic literature review on the use of machine learning in
diagnosing Diabetes Mellitus (DM). The study examines the application of machine learning …

Prediksi Penyakit Diabetes Dengan Naive Bayes

Y Wardana, DP Sari - Journal of Mathematics UNP, 2023 - ejournal.unp.ac.id
Diabetes adalah salah satu penyakit yang menduduki peringkat teratas untuk golongan
penyakit tidak menular penyebab teratas kematian di seluruh dunia. Setiap tahunnya 442 …

Predicting Early Stage Disease Diagnosis Using Machine Learning Algorithms

M Sivaraman, M Thyagarajan… - 2023 4th International …, 2023 - ieeexplore.ieee.org
The glucose levels in the blood are crucial to how well the normal body functions. Food
supplies the human body with energy. In the human body, blood glucose aids in this …

IoT Technologies and Machine Learning Algorithms on Diabetes Prediction-Survey

G Thilagavathi, NK Karthikeyan… - Proceedings of Second …, 2022 - Springer
Diabetes disease is characterized by gradual increase of blood glucose in body. Early
prediction of diabetes is needed which can help to shorten the illness and lessen its severity …

Diabetes Care Survey Using Supervised and Unsupervised Machine Learning

CB Singh, A Gupta, R Kumar - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Diabetes is brought about by undesirable ways of life, terrible eating routine, and work
pressure, and it can prompt an assortment of lethal medical issues, including coronary …