Erick Andres Perez-Alday

Orcid: 0000-0002-4269-0965

According to our database1, Erick Andres Perez-Alday authored at least 21 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising.
CoRR, 2023

2022
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022.
Proceedings of the Computing in Cardiology, 2022

2021
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort.
IEEE J. Biomed. Health Informatics, 2021

Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models.
CoRR, 2021

Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data.
CoRR, 2020

Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020.
Proceedings of the Computing in Cardiology, 2020

2019
Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study.
Comput. Biol. Medicine, 2019

2018
The utility of routine clinical 12-lead ECG in assessing eligibility for subcutaneous implantable cardioverter defibrillator.
Comput. Biol. Medicine, 2018

A Multiscale Investigation of Global Electrical Heterogeneity: Effects of Body Habitus, Respiration, and Tissue Conductivity.
Proceedings of the Computing in Cardiology, 2018

The Reproducibility of Global Electrical Heterogeneity ECG Measurements.
Proceedings of the Computing in Cardiology, 2018

2017
Novel non-invasive algorithm to identify the origins of re-entry and ectopic foci in the atria from 64-lead ECGs: A computational study.
PLoS Comput. Biol., 2017

2016
Tidal volume monitoring by a set of tetrapolar impedance measurements selected from the 16-electrodes arrangement used in electrical impedance tomography (EIT) technique. Calibration equations in a group of healthy males.
Biomed. Signal Process. Control., 2016

Reconstruction of Atrial Ectopic Focal and Re-entrant Excitations from Body Surface Potentials: Insights from 3D Virtual Human Atria and Torso.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
A New Algorithm to Diagnose Atrial Ectopic Origin from Multi Lead ECG Systems - Insights from 3D Virtual Human Atria and Torso.
PLoS Comput. Biol., 2015

Tidal volume monitoring by electrical impedance tomography (EIT) using different regions of interest (ROI): Calibration equations.
Biomed. Signal Process. Control., 2015

In Silico Investigation of the Functional Effects of KCNQ1-G269S Mutation in Human Ventricles.
Proceedings of the Computing in Cardiology, 2015

From Microscopic Calcium Sparks to the ECG: Model Reduction Approaches for Multi-scale Cardiac Simulation.
Proceedings of the Computing in Cardiology, 2015

Comparison of Electric and Magnetic Cardiograms Produced by Myocardial Ischemia in Models of the Human Ventricle and Torso.
Proceedings of the Computing in Cardiology, 2015

2014
Spatial Refinement of a New Algorithm to Identify Focus of Atrial Ectopic Activity from 64-lead ECGs.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Diagnosis of Atrial Ectopic Origin from Body Surface ECG: Insights from 3D Virtual Human Atria and Torso.
Proceedings of the Computing in Cardiology, 2013


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