Ai-based atrial fibrillation warning system using dynamic electrocardiogram

Abstract

This application relates to the technical field of medical equipment and health monitoring systems, and provides an artificial intelligence (AI)-based atrial fibrillation warning system using a dynamic electrocardiogram. The system includes: a data acquisition module, a data processing module, an AI analysis module, an alarm mechanism module, and a clinical application module. The data acquisition module is configured to perform continuous electrocardiogram monitoring using a portable dynamic electrocardiogram recorder; the data processing module is configured to preprocess electrocardiogram data; the AI analysis module is configured to train and analyze the preprocessed electrocardiogram data using a deep learning model; the alarm mechanism module is configured to issue an alarm when multiple predictions indicate a risk of atrial fibrillation; and the clinical application module is configured to provide real-time warning assessments that are combined with traditional clinical evaluations.

Dependencies are inferred from the claim text.