Anumana Receives First and Only FDA Clearance for ECG-AI Cardiac Amyloidosis Algorithm Using a Standard 12-Lead ECG

Anumana, Inc., a leader in cardiovascular AI, today announced U.S. Food and Drug Administration (FDA) clearance of its ECG-AI (TM) algorithm for cardiac amyloidosis (CA) -- the first and only cleared ...
IEEE

3S-ECG: Three Stage Self-Supervised Model for ECG Classification

Abstract: Electrocardiogram (ECG) analysis is a critical tool for early diagnosis and cardiac monitoring. However, the high cost of expert annotations and the complexity of physiological variability ...
IEEE

Efficient ECG Anomaly Detection Using Autoencoder-Based Dimensionality Reduction: A Comparative Study of Machine Learning Algorithms

Abstract: Electrocardiograms (ECGs) are widely used to diagnose various cardiovascular conditions. While deep learning models have shown high accuracy in ECG classification, challenges such as high ...