Use of machine learning approaches in clinical epidemiological research of diabetes

S Basu, KT Johnson, SA Berkowitz - Current diabetes reports, 2020 - Springer
Abstract Purpose of Review Machine learning approaches—which seek to predict outcomes
or classify patient features by recognizing patterns in large datasets—are increasingly …

[PDF][PDF] Prediction of Diabetic Obese Patients using Fuzzy KNN Classifier based on Expectation Maximization, PCA and SMOTE Algorithms

IE Fattoh, S Safwat - … Journal of Advanced Computer Science and …, 2022 - researchgate.net
Diabetes is a long-term disease. Inappropriate blood sugar level control in diabetic patients
can lead to serious issues like kidney and heart diseases. Obesity is widely regarded as a …

[PDF][PDF] A proposed approach for predicting liver disease

IM Attiya, RA Abouelsoud, AS Ismail… - Information …, 2023 - naturalspublishing.com
One of the main challenges is to exploit recent technologies in a way that is able to preserve
human life. Liver disease is one of the most influencing and largest organs of the human …

Comparative evaluation of machine learning classifiers with Obesity dataset

A Ramya, K Rohini - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Datamining is very important in modern world. Collection of many types of data we find
(knowledge discovery process) the essential information from hidden things. So, data mining …

Machine Learning-based Risk Prediction of Diabetes in Obese and Fatty Liver Patients: An Experimental Study

RE Ali - 2023 Intelligent Methods, Systems, and Applications …, 2023 - ieeexplore.ieee.org
In recent years, diabetes has emerged as a highly significant global health concern, with a
rapid increase in prevalence. It is projected that the number of people affected by diabetes …

[PDF][PDF] Machine Learning-Driven Diabetes Prediction: A Comprehensive Model with Environmental and Clinical Variables

S Harijana, M Swapna, S Rathod, R Rohan - 2024 - researchgate.net
Serious health issues like heart disease, renal disease, stroke, blindness, and nerve
damage are linked to diabetes mellitus. Its development is caused by a number of factors …