5 citations · 5 across the 4 of their papers we have counts for
3 papers · 1 filter
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…
Learning Activation Functions for Sparse Neural Networks
Mohammad Loni, Aditya Mohan, Mehdi Asadi +1
Sparse Neural Networks (SNNs) can potentially demonstrate similar performance to their dense counterparts while saving significant energy and memory at inference. However, the accu…
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…