TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and ...
IEEE

Churn Rate Prediction System using Logistic Regression, SVM, and Random Forest Models

Abstract: Customers are the life blood of any business, and their importance cannot be overstated. Customers are a business’s primary source of revenue. Retaining and gaining new clients is crucial to ...
Frontiers

Association of short-term glycemic variability with subclinical myocardial injury in hospitalized patients with type 2 diabetes: a retrospective cross-sectional study

Background: Subclinical myocardial injury (SMI) represents an early, asymptomatic stage of cardiac damage characterized by elevated high-sensitivity cardiac troponin T (hs-cTnT) levels in the absence ...
IEEE

Heart Disease Prediction Using Logistic Regression

Abstract: Cardiovascular diseases (CVDs) are one of the leading causes of death worldwide, and early identification is crucial to improve the patient’s prognosis. Traditional diagnostic methods for ...
Frontiers

Correlation between atrial cardiomyopathy and total burden of cerebral small vessel disease in patients with acute ischemic stroke

Background: Atrial cardiomyopathy (ACM) and cerebral small vessel disease (CSVD) share common risk factors (e.g., hypertension, diabetes, dyslipidemia, aging) and pathophysiological mechanisms (e.g., ...