Search Results for author: Atiyeh Fotoohinasab

Found 5 papers, 0 papers with code

A Greedy Graph Search Algorithm Based on Changepoint Analysis for Automatic QRS Complex Detection

no code implementations6 Feb 2021 Atiyeh Fotoohinasab, Toby Hocking, Fatemeh Afghah

First, we define the constraint graph manually; then, we present a graph learning algorithm that can search for an optimal graph in a greedy scheme.

Graph Learning QRS Complex Detection

A new generalization of Parrondo's games to three players and its application in genetic switches

no code implementations23 Jan 2021 Atiyeh Fotoohinasab

There are many versions of the original Parrondo's games in the literature, but the games are played by two players in all of them.

A Graph-constrained Changepoint Detection Approach for ECG Segmentation

no code implementations24 Apr 2020 Atiyeh Fotoohinasab, Toby Hocking, Fatemeh Afghah

Electrocardiogram (ECG) signal is the most commonly used non-invasive tool in the assessment of cardiovascular diseases.

QRS Complex Detection Time Series +1

Single-modal and Multi-modal False Arrhythmia Alarm Reduction using Attention-based Convolutional and Recurrent Neural Networks

no code implementations25 Sep 2019 Sajad Mousavi, Atiyeh Fotoohinasab, Fatemeh Afghah

This study proposes a deep learning model that effectively suppresses the false alarms in the intensive care units (ICUs) without ignoring the true alarms using single- and multimodal biosignals.

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