Accurate Detection of Paroxysmal Atrial Fibrillation with Certified-GAN and Neural Architecture Search

no code implementations • 17 Jan 2023 • Mehdi Asadi, Fatemeh Poursalim, Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Gharehbaghi

This paper presents a novel machine learning framework for detecting Paroxysmal Atrial Fibrillation (PxAF), a pathological characteristic of Electrocardiogram (ECG) that can lead to fatal conditions such as heart attack.

Generative Adversarial Network Neural Architecture Search