2 papers
cs.LG2024
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
Mohammad Loni, Fatemeh Poursalim, Mehdi Asadi +1
This paper presents the results of a novel scoping review on the practical models for generating three different types of synthetic health records (SHRs): medical text, time series…
cs.LG2023
Accurate Detection of Paroxysmal Atrial Fibrillation with Certified-GAN and Neural Architecture Search
Mehdi Asadi, Fatemeh Poursalim, Mohammad Loni +3
This paper presents a novel machine learning framework for detecting Paroxysmal Atrial Fibrillation (PxAF), a pathological characteristic of Electrocardiogram (ECG) that can lead t…