Erick Andres Perez-Alday

22 papers Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Quantifying Posttraumatic Stress Disorder Symptoms During Traumatic Memories Using Interpretable Markers of Respiratory Variability.
IEEE J. Biomed. Health Informatics
Asim Hossain Gazi, Jesus Antonio Sanchez-Perez, Georgia L. Saks, Erick Andres Perez-Alday, Ammer Haffar, Hashir Ahmed, Duaa Herraka, Nitya Tarlapally, Nicholas L. Smith, J. Douglas Bremner, Amit J. Shah, Omer T. Inan, Viola Vaccarino
2023 J jnl
A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising.
CoRR
Mircea Dumitru, Qiao Li, Erick Andres Perez-Alday, Ali Bahrami Rad, Gari D. Clifford, Reza Sameni
2022 — conf
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022.
CinC
Matthew A. Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick Andres Perez-Alday, Nadi Sadr, Ashish Sharma, Sandra da Silva Mattos, Miguel T. Coimbra, Reza Sameni, Ali Bahrami Rad, Gari D. Clifford
2021 J jnl
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
Ayse S. Cakmak, Erick Andres Perez-Alday, Giulia Da Poian, Ali Bahrami Rad, Thomas J. Metzler, Thomas Neylan, Stacey L. House, Francesca L. Beaudoin, Xinming An, Jennifer S. Stevens, Donglin Zeng, Sarah D. Linnstaedt, Tanja Jovanovic, Laura T. Germine, Kenneth A. Bollen, Scott L. Rauch, Christopher A. Lewandowski, Phyllis L. Hendry, Sophia Sheikh, Alan B. Storrow, Paul I. Musey, John P. Haran, Christopher W. Jones, Brittany E. Punches, Robert A. Swor, Nina T. Gentile, Meghan McGrath, Mark J. Seamon, Kamran Mohiuddin, Anna M. Chang, Claire Pearson, Robert M. Domeier, Steven E. Bruce, Brian J. O'Neil, Niels K. Rathlev, Leon D. Sanchez, Robert H. Pietrzak, Jutta Joormann, Deanna M. Barch, Diego A. Pizzagalli, Steven E. Harte, James M. Elliott, Ronald C. Kessler, Karestan C. Koenen, Kerry J. Ressler, Samuel A. McLean, Qiao Li, Gari D. Clifford
2021 J jnl
Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models.
CoRR
Ismail Sadiq, Erick Andres Perez-Alday, Amit J. Shah, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford
2021 — conf
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021.
CinC
Matthew A. Reyna, Nadi Sadr, Erick Andres Perez-Alday, Annie Gu, Amit J. Shah, Chad Robichaux, Ali Bahrami Rad, Andoni Elola, Salman Seyedi, Sardar Ansari, Hamid Ghanbari, Qiao Li, Ashish Sharma, Gari D. Clifford
2020 — conf
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020.
CinC
Matthew A. Reyna, Erick Andres Perez-Alday, Annie Gu, Chengyu Liu, Salman Seyedi, Ali Bahrami Rad, Andoni Elola, Qiao Li, Ashish Sharma, Gari D. Clifford
2020 J jnl
Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data.
CoRR
Ayse S. Cakmak, Nina Thigpen, Garrett Honke, Erick Andres Perez-Alday, Ali Bahrami Rad, Rebecca Adaimi, Chia-Jung Chang, Qiao Li, Pramod Gupta, Thomas Neylan, Samuel A. McLean, Gari D. Clifford
2019 J jnl
Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study.
Comput. Biol. Medicine
Erick Andres Perez-Alday, Yin Li-Pershing, Aron Bender, Christopher Hamilton, Jason Thomas, Kyle Johnson, Tiffany L. Lee, Ryan Gonzales, Aaron Li, Kelley Newton, Larisa G. Tereshchenko
2018 — conf
A Multiscale Investigation of Global Electrical Heterogeneity: Effects of Body Habitus, Respiration, and Tissue Conductivity.
CinC
Erick Andres Perez-Alday, Haibo Ni, Christopher Hamilton, Annabel Li-Pershing, Bernard Jaar, Jose Manuel Monroy Trujillo, Michelle Estrella, Rulan Parekh, Henggui Zhang, Larisa G. Tereshchenko
2018 — conf
The Reproducibility of Global Electrical Heterogeneity ECG Measurements.
CinC
Erick Andres Perez-Alday, Christopher Hamilton, Annabel Lipershi, Jose Manuel Monroy Trujillo, Michelle Estrella, Stephen M. sozio, Bernard Jaar, Rulan Parekh, Larisa G. Tereshchenko
2018 J jnl
The utility of routine clinical 12-lead ECG in assessing eligibility for subcutaneous implantable cardioverter defibrillator.
Comput. Biol. Medicine
Jason Thomas, Erick Andres Perez-Alday, Christopher Hamilton, Muammar M. Kabir, Eugene A. Park, Larisa G. Tereshchenko
2017 J jnl
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.
Erick Andres Perez-Alday, Michael A. Colman, Philip Langley, Henggui Zhang
2016 — conf
Reconstruction of Atrial Ectopic Focal and Re-entrant Excitations from Body Surface Potentials: Insights from 3D Virtual Human Atria and Torso.
CinC
Erick Andres Perez-Alday, Michael A. Colman, Henggui Zhang
2016 J jnl
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.
Marco Balleza-Ordaz, Erick Andres Perez-Alday, Francisco Miguel Vargas Luna, Svetlana Kashina, Maria Raquel Huerta-Franco, L. A. Torres-González, P. J. Riu-Costa
2015 J jnl
A New Algorithm to Diagnose Atrial Ectopic Origin from Multi Lead ECG Systems - Insights from 3D Virtual Human Atria and Torso.
PLoS Comput. Biol.
Erick Andres Perez-Alday, Michael A. Colman, Philip Langley, Timothy D. Butters, Jonathan Higham, Antony J. Workman, Jules C. Hancox, Henggui Zhang
2015 — conf
Comparison of Electric and Magnetic Cardiograms Produced by Myocardial Ischemia in Models of the Human Ventricle and Torso.
CinC
Erick Andres Perez-Alday, Chen Zhang, Michael A. Colman, Haibo Ni, Zizhao Gan, Henggui Zhang
2015 — conf
From Microscopic Calcium Sparks to the ECG: Model Reduction Approaches for Multi-scale Cardiac Simulation.
CinC
Michael A. Colman, César Parra-Rojas, Erick Andres Perez-Alday
2015 — conf
In Silico Investigation of the Functional Effects of KCNQ1-G269S Mutation in Human Ventricles.
CinC
Haibo Ni, Wei Wang, Erick Andres Perez-Alday, Henggui Zhang
2015 J jnl
Tidal volume monitoring by electrical impedance tomography (EIT) using different regions of interest (ROI): Calibration equations.
Biomed. Signal Process. Control.
Marco Balleza-Ordaz, Erick Andres Perez-Alday, Miguel Vargas-Luna, Pere J. Riu
2014 — conf
Spatial Refinement of a New Algorithm to Identify Focus of Atrial Ectopic Activity from 64-lead ECGs.
CinC
Erick Andres Perez-Alday, Michael A. Colman, Philip Langley, Henggui Zhang
2013 — conf
Diagnosis of Atrial Ectopic Origin from Body Surface ECG: Insights from 3D Virtual Human Atria and Torso.
CinC
Erick Andres Perez-Alday, Michael A. Colman, Timothy D. Butters, Jonathan Higham, Daniele Giacopelli, Philip Langley, Henggui Zhang