Erick Andres Perez Alday

Erick Andres Perez Alday

Emory & Henry College

H-index: 16

North America-United States

About Erick Andres Perez Alday

Erick Andres Perez Alday, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Emory & Henry College, specializes in the field of Cardiac electrophysiology, physics, data science, wearables.

His recent articles reflect a diverse array of research interests and contributions to the field:

Association between PTSD and Impedance Cardiogram‐based contractility metrics during trauma recall: A controlled twin study

Association of Autonomic Activation with traumatic reminder challenges in posttraumatic stress disorder: A co‐twin control study

A data-driven Gaussian process filter for electrocardiogram denoising

Heart murmur detection from phonocardiogram recordings: The george b. moody physionet challenge 2022

Issues in the automated classification of multilead ECGs using heterogeneous labels and populations

Passively Captured Interpersonal Social Interactions and Motion From Smartphones for Predicting Decompensation in Heart Failure: Observational Cohort Study

Session 9: Selected abstracts 2Various reduced lead settings for diagnostic ECG interpretation by deep learning models with a large training set and across hospital testing set

Boosting the performance of a fusion-based lead-specific a-fib detection algorithm by voting between multiple leads of independent algorithms

Erick Andres Perez Alday Information

University

Position

___

Citations(all)

1198

Citations(since 2020)

1118

Cited By

330

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

24

i10Index(since 2020)

21

Email

University Profile Page

Emory & Henry College

Google Scholar

View Google Scholar Profile

Erick Andres Perez Alday Skills & Research Interests

Cardiac electrophysiology

physics

data science

wearables

Top articles of Erick Andres Perez Alday

Title

Journal

Author(s)

Publication Date

Association between PTSD and Impedance Cardiogram‐based contractility metrics during trauma recall: A controlled twin study

Psychophysiology

Shafa‐at Ali Sheikh

Erick A Perez Alday

Ali Bahrami Rad

Oleksiy Levantsevych

Mhmtjamil Alkhalaf

...

2023/3

Association of Autonomic Activation with traumatic reminder challenges in posttraumatic stress disorder: A co‐twin control study

Psychophysiology

Erick A Perez Alday

Giulia Da Poian

Oleksiy Levantsevych

Nancy Murrah

Lucy Shallenberger

...

2023/2

A data-driven Gaussian process filter for electrocardiogram denoising

arXiv preprint arXiv:2301.02607

Mircea Dumitru

Qiao Li

Erick Andres Perez Alday

Ali Bahrami Rad

Gari D Clifford

...

2023/1/6

Heart murmur detection from phonocardiogram recordings: The george b. moody physionet challenge 2022

Matthew A Reyna

Yashar Kiarashi

Andoni Elola

Jorge Oliveira

Francesco Renna

...

2023/9/11

Issues in the automated classification of multilead ECGs using heterogeneous labels and populations

Physiological measurement

Matthew A Reyna

Nadi Sadr

Erick A Perez Alday

Annie Gu

Amit J Shah

...

2022/8/26

Passively Captured Interpersonal Social Interactions and Motion From Smartphones for Predicting Decompensation in Heart Failure: Observational Cohort Study

JMIR Formative Research

Ayse S Cakmak

Erick A Perez Alday

Samuel Densen

Gabriel Najarro

Pratik Rout

...

2022/8/24

Session 9: Selected abstracts 2Various reduced lead settings for diagnostic ECG interpretation by deep learning models with a large training set and across hospital testing set

Journal of Electrocardiology

Joel Xue

Daniel Treiman

Erick Perez-Alday

Peter Noseworthy

Zachi Attia

...

2022/7/1

Boosting the performance of a fusion-based lead-specific a-fib detection algorithm by voting between multiple leads of independent algorithms

Journal of Electrocardiology

Ali Bahrami Rad

Erick Andres Perez Alday

Conner Galloway

Qiao Li

Mircea Dumitru

...

2022/7/1

Age, sex and race bias in automated arrhythmia detectors

Journal of Electrocardiology

Erick A Perez Alday

Ali B Rad

Matthew A Reyna

Nadi Sadr

Annie Gu

...

2022/9/1

QT-interval estimation improved with fusion of multiple machine-based annotators

Journal of Electrocardiology

Qiao Li

Mircea Dumitru

Erick Andres Perez Alday

Ali Bahrami Rad

Sina Dabiri

...

2022/7/1

The temporal relationships between sleep disturbance and autonomic dysregulation: A co-twin control study

International journal of cardiology

Minxuan Huang

Donald L Bliwise

Amit Shah

Dayna A Johnson

Gari D Clifford

...

2022/9/1

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

arXiv preprint arXiv:2112.15442

Ismail Sadiq

Erick A Perez-Alday

Amit J Shah

Ali Bahrami Rad

Reza Sameni

...

2021/12/28

Will two do? Varying dimensions in electrocardiography: the PhysioNet/Computing in Cardiology Challenge 2021

Matthew A Reyna

Nadi Sadr

Erick A Perez Alday

Annie Gu

Amit J Shah

...

2021/9/13

Breathing rate and heart rate as confounding factors in measuring T wave alternans and morphological variability in ECG

Physiological measurement

Ismail Sadiq

Erick A Perez-Alday

Amit J Shah

Gari D Clifford

2021/2/1

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 journal of biomedical and health informatics

Ayse S Cakmak

Erick A Perez Alday

Giulia Da Poian

Ali Bahrami Rad

Thomas J Metzler

...

2021/1/22

Using convolutional variational autoencoders to predict post-trauma health outcomes from actigraphy data

arXiv preprint arXiv:2011.07406

Ayse S Cakmak

Nina Thigpen

Garrett Honke

Erick Perez Alday

Ali Bahrami Rad

...

2020/11/14

Does sex modify an association of electrophysiological substrate with sudden cardiac death? The Atherosclerosis Risk in Communities (ARIC) study

Cardiovascular digital health journal

Stacey J Howell

David German

Aron Bender

Francis Phan

Srini V Mukundan

...

2020/9/1

Mechanisms of arrhythmogenicity in hypertrophic cardiomyopathy: insight from non-invasive electrocardiographic imaging

Frontiers in physiology

Erick A Perez-Alday

Kazi T Haq

David M German

Christopher Hamilton

Kyle Johnson

...

2020/4/24

Classification of 12-lead ecgs: the physionet/computing in cardiology challenge 2020

Physiological Measurement

Erick A Perez Alday

Annie Gu

Amit J Shah

Chad Robichaux

An-Kwok Ian Wong

...

2020/11/11

See List of Professors in Erick Andres Perez Alday University(Emory & Henry College)

Co-Authors

H-index: 56
Henggui Zhang

Henggui Zhang

Manchester University

H-index: 43
Amit Shah

Amit Shah

Emory & Henry College

H-index: 31
Qiao Li

Qiao Li

University of Oxford

H-index: 22
Francisco Miguel Vargas Luna

Francisco Miguel Vargas Luna

Universidad de Guanajuato

H-index: 18
Ali Bahrami Rad

Ali Bahrami Rad

Emory & Henry College

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