Non-invasive Fetal ECG Extraction

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Domain: Prenatal Health, Fetal Diagnostics

Tags: Generative Adversarial Networks (GAN), Signal Processing

Tools: PyTorch

Status: Published in Expert Systems with Application

Overview

The Non-invasive Fetal ECG Extraction project focuses on reconstructing fetal ECG from maternal abdominal ECG recordings. By utilizing a GAN-based framework, it enables non-invasive fetal monitoring, supporting earlier detection of potential health issues.

Benefits

• Early Diagnostic Tool: Facilitates early detection of fetal abnormalities through non-invasive monitoring, essential for prenatal care.
• Heart Rate Variability Analysis: Accurately measures fetal heart rate variability, providing critical insights into fetal well-being.

Impact on Prenatal Care

This innovative system offers a safer alternative for fetal monitoring, reducing the risks associated with invasive procedures and supporting healthier pregnancies.