IEEE

Improving Prediction Accuracy of Solar Radiation for Human Skin Protection using Linear Regression Algorithm Compared with Random Forest

Abstract: Solar radiation is of vital importance to environmental health, particularly concerning human skin exposure and protection. Too much ultraviolet (UV) radiation from the sun may cause sunburn ...
IEEE

Modeling Urban Transformation and Predicting Respiratory Disease Trends in Thailand with Machine Learning

Abstract: This study investigates how urban environmental, social, and economic factors influence the prevalence of respiratory diseases across nine provinces in Thailand. Utilizing data from 2017 to ...
Open Heart

Artificial intelligence-based clustering to identify functional risk phenotypes in heart failure

Background Patients with heart failure (HF) frequently suffer from undetected declines in cardiorespiratory fitness (CRF), which significantly increases their risk of poor outcomes. However, current ...
Scientific Research Publishing

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ()

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ...