Hugo F. Posada-Quintero

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 43

Top Topics

Autism Spectrum Disorder

Machine Learning

Wearable Sensors

Preliminary Study

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan, Hugo F. Posada-Quintero
Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition. IEEE Access 12 (2024)
Yedukondala Rao Veeranki, Luis Mercado-Diaz, Hugo F. Posada-Quintero
Autoencoder Based Nonlinear Feature Extraction from EDA Signals for Emotion Recognition. MeMeA (2024)
Yedukondala Rao Veeranki, Sergi Garcia-Retortillo, Zacharias Papadakis, Andreas Stamatis, Kwadwo Osei Appiah-Kubi, Emily Locke, Ryan McCarthy, Ahmed Ali Torad, Ahmed Mahmoud Kadry, Mostafa Ali Elwan, Ali Boolani, Hugo F. Posada-Quintero
Detecting Psychological Interventions Using Bilateral Electromyographic Wearable Sensors. Sensors 24 (5) (2024)
Luis Mercado-Diaz, Yedukondala Rao Veeranki, Fernando Marmolejo-Ramos, Hugo F. Posada-Quintero
EDA-Graph: Graph Signal Processing of Electrodermal Activity for Emotional States Detection. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Nicolas Cordoba, Samuel Daza, Paul A. Constable, Hugo F. Posada-Quintero
Design of a Smartphone-Based Clinical Electroretinogram Recording System. MeMeA (2024)
Riley Q. McNaboe, Hugo F. Posada-Quintero
Electrodermal Activity on the Torso: Identification of Locations for Wearable Belt Monitors. MeMeA (2024)
Jihye Moon, Hugo F. Posada-Quintero, Ki H. Chon
A literature embedding model for cardiovascular disease prediction using risk factors, symptoms, and genotype information. Expert Syst. Appl. 213 (Part C) (2023)
Sultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, Hugo F. Posada-Quintero
Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder. BHI (2023)
Youngsun Kong, Hugo F. Posada-Quintero, Hanh Tran, Ankur Talati, Thomas J. Acquista, I-Ping Chen, Ki H. Chon
Differentiating between stress- and EPT-induced electrodermal activity during dental examination. Comput. Biol. Medicine 155 (2023)
Javier O. Pinzón Arenas, Youngsun Kong, Ki H. Chon, Hugo F. Posada-Quintero
Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Olivia Huddy, Aliyah Tomas, Sultan Mohammad Manjur, Hugo F. Posada-Quintero
Prototype for Smartphone-based Electroretinogram. BSN (2023)
Jihye Moon, Hugo F. Posada-Quintero, Ki H. Chon
Genetic data visualization using literature text-based neural networks: Examples associated with myocardial infarction. Neural Networks 165 (2023)
Javier O. Pinzón Arenas, Luis Mercado-Diaz, Julian Tejada, Fernando Marmolejo-Ramos, Carlos Barrera-Causil, Jorge Ivan Padilla, Raydonal Ospina, Hugo F. Posada-Quintero
Deep Learning Analysis of Electrophysiological Series for Continuous Emotional State Detection. ACIIW (2023)
Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity Signals: A Preliminary Study. EMBC (2022)
Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon
Automatic motion artifact detection in electrodermal activity data using machine learning. Biomed. Signal Process. Control. 74 (2022)
Matthew S. Daley, Krystina Diaz, Hugo F. Posada-Quintero, Youngsun Kong, Ki H. Chon, Jeffrey B. Bolkhovsky
Archetypal physiological responses to prolonged wakefulness. Biomed. Signal Process. Control. 74 (2022)
Sultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, David H. Skuse, Hugo F. Posada-Quintero
Detecting Autism Spectrum Disorder Using Spectral Analysis of Electroretinogram and Machine Learning: Preliminary results. EMBC (2022)
Javier O. Pinzón Arenas, Hugo F. Posada-Quintero
Towards Continuous Acute Pain Detection using Deep Learning and Electrodermal Activity. BHI (2022)
Alberto Hernando, Hugo F. Posada-Quintero, María Dolores Peláez-Coca, Eduardo Gil, Ki H. Chon
Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability. Comput. Methods Programs Biomed. 214 (2022)
Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Multi-level Pain Quantification using a Smartphone and Electrodermal Activity. EMBC (2022)
Riley Q. McNaboe, Luke Beardslee, Youngsun Kong, Brittany N. Smith, I-Ping Chen, Hugo F. Posada-Quintero, Ki H. Chon
Design and Validation of a Multimodal Wearable Device for Simultaneous Collection of Electrocardiogram, Electromyogram, and Electrodermal Activity. Sensors 22 (22) (2022)
Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Md Billal Hossain, Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices' Quality and Robustness against Motion Artifact. Sensors 22 (9) (2022)
Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Sensitive Physiological Indices of Pain Based on Differential Characteristics of Electrodermal Activity. IEEE Trans. Biomed. Eng. 68 (10) (2021)
Jihye Moon, Hugo F. Posada-Quintero, Insoo Kim, Ki H. Chon
Preliminary Analysis of the Risk Factor Identification Embedding Model for Cardiovascular Disease. EMBC (2021)
Hugo F. Posada-Quintero, Bruce J. Derrick, Christopher Winstead-Derlega, Sara I. Gonzalez, M. Claire Ellis, John J. Freiberger, Ki H. Chon
Time-varying Spectral Index of Electrodermal Activity to Predict Central Nervous System Oxygen Toxicity Symptoms in Divers: Preliminary results. EMBC (2021)
Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Female-male Differences Should be Considered in Physical Pain Quantification based on Electrodermal Activity: Preliminary Study. EMBC (2021)
Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Real-Time High-Level Acute Pain Detection Using a Smartphone and a Wrist-Worn Electrodermal Activity Sensor. Sensors 21 (12) (2021)
Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon
A Preliminary Study on Automatic Motion Artifact Detection in Electrodermal Activity Data Using Machine Learning. EMBC (2021)
Youngsun Kong, Hugo F. Posada-Quintero, Matthew S. Daley, Jeffrey Bolkhovsky, Ki H. Chon
Machine-Learning-Based Closed-Set Text-Independent Speaker Identification Using Speech Recorded During 25 Hours of Prolonged Wakefulness. IEEE Access 9 (2021)
Riley Q. McNaboe, Md Billal Hossain, Youngsun Kong, Ki H. Chon, Hugo F. Posada-Quintero
Validation of Spectral Indices of Electrodermal Activity with a Wearable Device. EMBC (2021)
Matthew S. Daley, David Gever, Hugo F. Posada-Quintero, Youngsun Kong, Ki H. Chon, Jeffrey B. Bolkhovsky
Machine Learning Models for the Classification of Sleep Deprivation Induced Performance Impairment During a Psychomotor Vigilance Task Using Indices of Eye and Face Tracking. Frontiers Artif. Intell. 3 (2020)
Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Pain Detection using a Smartphone in Real Time. EMBC (2020)
Hugo F. Posada-Quintero, Ki H. Chon
Innovations in Electrodermal Activity Data Collection and Signal Processing: A Systematic Review. Sensors 20 (2) (2020)
Hugo F. Posada-Quintero, Tanya Dimitrov, Aurelie Moutran, Seohyoung Park, Ki H. Chon
Analysis of Reproducibility of Noninvasive Measures of Sympathetic Autonomic Control Based on Electrodermal Activity and Heart Rate Variability. IEEE Access 7 (2019)
Hugo F. Posada-Quintero, Ki H. Chon
Phasic Component of Electrodermal Activity is more Correlated to Brain Activity than Tonic Component. BHI (2019)
Hugo F. Posada-Quintero, Jeffrey B. Bolkhovsky, Michael Qin, Ki H. Chon
Human Performance Deterioration Due to Prolonged Wakefulness Can Be Accurately Detected Using Time-Varying Spectral Analysis of Electrodermal Activity. Hum. Factors 60 (7) (2018)
Natasa Reljin, Hugo F. Posada-Quintero, Yeon-Sik Noh, Caitlin Eaton Robb, Tanya Dimitrov, Laura Murphy, Jarno Riistama, Ki H. Chon
Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materials. BHI (2018)
Hugo F. Posada-Quintero, Natasa Reljin, Caitlin Eaton Robb, Yeon-Sik Noh, Jarno Riistama, Ki H. Chon
Analysis of Consistency of Transthoracic Bioimpedance Measurements Acquired with Dry Carbon Black PDMS Electrodes, Adhesive Electrodes, and Wet Textile Electrodes. Sensors 18 (6) (2018)
Hugo F. Posada-Quintero, Ki H. Chon
Exploring electrodermal activity in water-immersed subjects. BSN (2018)
Hugo F. Posada-Quintero, Ryan Rood, Xiang Ye, Matthew Pias, Ken Burnham, John Pennace, Ki H. Chon
Testing the need for carbon in salt/adhesive electrodes for surface electromyography measurements: Preliminary results. EMBC (2017)
Hugo F. Posada-Quintero, Ki H. Chon
Frequency-domain electrodermal activity index of sympathetic function. BHI (2016)
Hugo F. Posada-Quintero, Ryan Rood, Yeon-Sik Noh, Ken Burnham, John Pennace, Ki H. Chon
Novel dry electrodes for recording electrodermal activity. EMBC (2016)
Bersain Alexander Reyes, Hugo F. Posada-Quintero, Justin R. Bales, Amanda L. Clement, George D. Pins, Albert Swiston, Jarno Riistama, John P. Florian, Barbara Shykoff, Michael Qin, Ki H. Chon
Novel Electrodes for Underwater ECG Monitoring. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Bersain Alexander Reyes, Hugo F. Posada-Quintero, Justin R. Bales, Ki H. Chon
Performance evaluation of carbon black based electrodes for underwater ECG monitoring. EMBC (2014)
Hugo F. Posada-Quintero, Bersain Alexander Reyes, Syed A. Bin Amir, Peter Vardakas, Hailey J. Dispirito, Ken Burnham, John Pennace, Ki H. Chon
Developing pressure sensitive adhesive electrodes: Preliminary results. EMBC (2014)