Erick Andres Perez-Alday

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Topics

Medical Data Mining

Machine Learning

Multiscale Analysis

Beat Classification

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Publications

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
Quantifying Posttraumatic Stress Disorder Symptoms During Traumatic Memories Using Interpretable Markers of Respiratory Variability. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Mircea Dumitru, Qiao Li, Erick Andres Perez-Alday, Ali Bahrami Rad, Gari D. Clifford, Reza Sameni
A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising. CoRR (2023)
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
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. CinC (2022)
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
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021. CinC (2021)
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
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 25 (8) (2021)
Ismail Sadiq, Erick Andres Perez-Alday, Amit J. Shah, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford
Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models. CoRR (2021)
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
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. CinC (2020)
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
Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data. CoRR (2020)
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
Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study. Comput. Biol. Medicine 104 (2019)
Erick Andres Perez-Alday, Christopher Hamilton, Annabel Lipershi, Jose Manuel Monroy Trujillo, Michelle Estrella, Stephen M. sozio, Bernard Jaar, Rulan Parekh, Larisa G. Tereshchenko
The Reproducibility of Global Electrical Heterogeneity ECG Measurements. CinC (2018)
Jason Thomas, Erick Andres Perez-Alday, Christopher Hamilton, Muammar M. Kabir, Eugene A. Park, Larisa G. Tereshchenko
The utility of routine clinical 12-lead ECG in assessing eligibility for subcutaneous implantable cardioverter defibrillator. Comput. Biol. Medicine 102 (2018)
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
A Multiscale Investigation of Global Electrical Heterogeneity: Effects of Body Habitus, Respiration, and Tissue Conductivity. CinC (2018)
Erick Andres Perez-Alday, Michael A. Colman, Philip Langley, Henggui Zhang
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. 13 (3) (2017)
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
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. 27 (2016)
Erick Andres Perez-Alday, Michael A. Colman, Henggui Zhang
Reconstruction of Atrial Ectopic Focal and Re-entrant Excitations from Body Surface Potentials: Insights from 3D Virtual Human Atria and Torso. CinC (2016)
Erick Andres Perez-Alday, Michael A. Colman, Philip Langley, Timothy D. Butters, Jonathan Higham, Antony J. Workman, Jules C. Hancox, Henggui Zhang
A New Algorithm to Diagnose Atrial Ectopic Origin from Multi Lead ECG Systems - Insights from 3D Virtual Human Atria and Torso. PLoS Comput. Biol. 11 (1) (2015)
Erick Andres Perez-Alday, Chen Zhang, Michael A. Colman, Haibo Ni, Zizhao Gan, Henggui Zhang
Comparison of Electric and Magnetic Cardiograms Produced by Myocardial Ischemia in Models of the Human Ventricle and Torso. CinC (2015)
Haibo Ni, Wei Wang, Erick Andres Perez-Alday, Henggui Zhang
In Silico Investigation of the Functional Effects of KCNQ1-G269S Mutation in Human Ventricles. CinC (2015)
Marco Balleza-Ordaz, Erick Andres Perez-Alday, Miguel Vargas-Luna, J. Pere Riu
Tidal volume monitoring by electrical impedance tomography (EIT) using different regions of interest (ROI): Calibration equations. Biomed. Signal Process. Control. 18 (2015)
Michael A. Colman, César Parra-Rojas, Erick Andres Perez-Alday
From Microscopic Calcium Sparks to the ECG: Model Reduction Approaches for Multi-scale Cardiac Simulation. CinC (2015)
Erick Andres Perez-Alday, Michael A. Colman, Philip Langley, Henggui Zhang
Spatial Refinement of a New Algorithm to Identify Focus of Atrial Ectopic Activity from 64-lead ECGs. CinC (2014)
Erick Andres Perez-Alday, Michael A. Colman, Timothy D. Butters, Jonathan Higham, Daniele Giacopelli, Philip Langley, Henggui Zhang
Diagnosis of Atrial Ectopic Origin from Body Surface ECG: Insights from 3D Virtual Human Atria and Torso. CinC (2013)