This project implements an end-to-end deep learning pipeline for automated heartbeat classification using the MIT-BIH Arrhythmia Dataset. The system performs ECG signal preprocessing, heartbeat ...

Introduction: Acute coronary syndrome (ACS) is a life-threatening emergency, with occlusion myocardial infarction (OMI) requiring rapid diagnosis and treatment. The 12-lead ECG remains the primary ...

Abstract: ECG signals are vital for diagnosing cardiovascular diseases, but artifacts like power line interference, baseline wander, and motion artifacts hinder accurate interpretation. This study ...

The goal of a machine learning binary classification problem is to predict a variable that has exactly two possible values. For example, you might want to predict the sex of a company employee (male = ...

Have you ever wondered how doctors can see inside your heart without cutting you open? The answer lies in a remarkable device called an electrocardiogram (ECG) machine. This non-invasive tool allows ...

NEW YORK, NY / ACCESS Newswire / April 15, 2025 / If you suffered a loss on your Everus Construction Group, Inc. (NYSE:ECG) investment and want to learn about a ...

Abstract: Cardiovascular arrhythmias significantly impact global health, with the electrocardiogram (ECG) serving as a primary diagnostic tool due to its accessibility and cost-effectiveness. Despite ...

IIT Indore has developed a secure technology for ECG machines and pacemakers, preventing counterfeit chips and enhancing reliability. This patented development, led by Professor Anirban Sengupta, ...

But that is not the big story. The big story is the marked rise in fake atrial fibrillation (AF) and other faulty ECG interpretations. Fake AF occurs when the computer calls the rhythm AF, the doctor ...