Medical Device and Diagnostic Industry (MD+DI)

AI-Powered Atrial Fibrillation Detection: How Machine Learning Is Transforming Cardiac Care Through ECG Analysis

At HRS 2026, Dr. Song Zuo presented evidence that AI can detect atrial fibrillation with over 90% sensitivity, ...
IEEE

Obstructive Sleep Apnea Detection from Single-Lead ECG Using Signal Processing and Machine Learning

Abstract: Obstructive Sleep Apnea (OSA) is a common sleep disorder characterized by the temporary cessation of breathing during sleep. Polysomnography (PSG), considered the gold standard for OSA ...
MarketWatch

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

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 ...