IEEE

Diabetic Retinopathy Classification: Evaluating Logistic Regression and Random Forest for Medical Diagnosis

Abstract: Diabetic retinopathy (DR) is an insidious ocular complication, with its initial stages being asymptomatic; therefore, accurate detection at an early stage is required to prevent severe ...
Lupus Science & Medicine

Serum S100A8 as a potential biomarker for diagnosis of antiphospholipid syndrome and risk stratification among aPL carriers

Background Current diagnosis of antiphospholipid syndrome (APS) relies on antiphospholipid antibodies (aPL) testing, but false-positive aPL results and asymptomatic aPL carriers pose significant ...
Open Heart

Evaluation of risk factors, clinical profile, angiographic characteristics and reperfusion therapy among young patients (≤ 45 years) with acute ST-elevation myocardial ...

Introduction Ischaemic heart disease (IHD) remains a leading cause of morbidity and mortality worldwide and poses an ...
IEEE

Application of Support Vector Regression and Random Forest Methods in Predicting Air Quality Index (AQI) Concentration in Jakarta

Abstract: Air pollution is a significant global challenge that profoundly impacts both the environment and public health. Accurate prediction of the Air Quality Index (AQI) is essential for promoting ...