Hugo Fernando Posada-Quintero
Assistant Professor/Biomedical Engineering
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Scholarly Contributions
57 Scholarly Contributions
Prediction of central nervous system oxygen toxicity symptoms using electrodermal activity and machine learning
, (2024). Prediction of central nervous system oxygen toxicity symptoms using electrodermal activity and machine learning, Biocybernetics and Biomedical Engineering, vol. 44, iss. 2, pp. 304-311
Research Type: Journal Article
Application of DIY Electrodermal Activity Wristband in Detecting Stress and Affective Responses of Students
, (2024). Application of DIY Electrodermal Activity Wristband in Detecting Stress and Affective Responses of Students, Bioengineering, vol. 11, iss. 3
Research Type: Journal Article
Nonlinear Signal Processing Methods for Automatic Emotion Recognition Using Electrodermal Activity
, (2024). Nonlinear Signal Processing Methods for Automatic Emotion Recognition Using Electrodermal Activity, IEEE Sensors Journal, vol. 24, iss. 6, pp. 8079-8093
Research Type: Journal Article
Detecting Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder Using Multimodal Time-Frequency Analysis with Machine Learning Using the Electroretinogram from Two Flash Strengths
, (2024). Detecting Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder Using Multimodal Time-Frequency Analysis with Machine Learning Using the Electroretinogram from Two Flash Strengths, Journal of Autism and Developmental Disorders
Research Type: Journal Article
Detecting Psychological Interventions Using Bilateral Electromyographic Wearable Sensors
, (2024). Detecting Psychological Interventions Using Bilateral Electromyographic Wearable Sensors, Sensors, vol. 24, iss. 5
Research Type: Journal Article
Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition
, (2024). Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition, IEEE Access, vol. 12, pp. 19952-19966
Research Type: Journal Article
Deep Learning Analysis of Electrophysiological Series for Continuous Emotional State Detection
, (2023). Deep Learning Analysis of Electrophysiological Series for Continuous Emotional State Detection, https://api.elsevier.com/content/abstract/scopus_id/85184820176
Research Type: Conference Proceedings
Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder.
, (2023). Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder., https://api.elsevier.com/content/abstract/scopus_id/85179504860
Research Type: Conference Proceedings
Prototype for Smartphone-based Electroretinogram
, (2023). Prototype for Smartphone-based Electroretinogram, https://api.elsevier.com/content/abstract/scopus_id/85181588936
Research Type: Conference Proceedings
Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity
, (2023). Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity, IEEE Journal of Biomedical and Health Informatics, vol. 27, iss. 9, pp. 4250-4260
Research Type: Journal Article
Differentiating between stress- and EPT-induced electrodermal activity during dental examination
, (2023). Differentiating between stress- and EPT-induced electrodermal activity during dental examination, Computers in Biology and Medicine, vol. 155
Research Type: Journal Article
Mutual Information between EDA and EEG in Multiple Cognitive Tasks and Sleep Deprivation Conditions
, (2023). Mutual Information between EDA and EEG in Multiple Cognitive Tasks and Sleep Deprivation Conditions, Behavioral Sciences, vol. 13, iss. 9
Research Type: Journal Article
Genetic data visualization using literature text-based neural networks: Examples associated with myocardial infarction
, (2023). Genetic data visualization using literature text-based neural networks: Examples associated with myocardial infarction, Neural Networks, vol. 165, pp. 562-595
Research Type: Journal Article
OculusGraphy: Signal Analysis of the Electroretinogram in a Rabbit Model of Endophthalmitis Using Discrete and Continuous Wavelet Transforms
, (2023). OculusGraphy: Signal Analysis of the Electroretinogram in a Rabbit Model of Endophthalmitis Using Discrete and Continuous Wavelet Transforms, Bioengineering, vol. 10, iss. 6
Research Type: Journal Article
Sympathetic Arousal Detection in Horses Using Electrodermal Activity.
, (2023). Sympathetic Arousal Detection in Horses Using Electrodermal Activity., Animals : an open access journal from MDPI, vol. 13, iss. 2
Research Type: Journal Article
Autism spectrum disorder detection using variable frequency complex demodulation of the electroretinogram
, (2023). Autism spectrum disorder detection using variable frequency complex demodulation of the electroretinogram, Research in Autism Spectrum Disorders, vol. 109
Research Type: Journal Article
The use of electrodermal activity in pulpal diagnosis and dental pain assessment
, (2023). The use of electrodermal activity in pulpal diagnosis and dental pain assessment
Research Type: Journal Article
EEG-Based Seizure Detection Using Variable-Frequency Complex Demodulation and Convolutional Neural Networks
, (2023). EEG-Based Seizure Detection Using Variable-Frequency Complex Demodulation and Convolutional Neural Networks, Signals, vol. 4, iss. 4, pp. 816-835
Research Type: Journal Article
Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices’ Quality and Robustness against Motion Artifact
, (2022). Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices’ Quality and Robustness against Motion Artifact, Sensors, vol. 22, iss. 9, 14248220
Research Type: Journal Article
Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability
, (2022). Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability, Computer Methods and Programs in Biomedicine, vol. 214, 01692607
Research Type: Journal Article
Archetypal physiological responses to prolonged wakefulness
, (2022). Archetypal physiological responses to prolonged wakefulness, Biomedical Signal Processing and Control, vol. 74, 17468094
Research Type: Journal Article
A literature embedding model for cardiovascular disease prediction using risk factors, symptoms, and genotype information
, (2022). A literature embedding model for cardiovascular disease prediction using risk factors, symptoms, and genotype information
Research Type: Journal Article
Multi-Attribute Task Battery configuration to effectively assess pilot performance deterioration during prolonged wakefulness
, (2022). Multi-Attribute Task Battery configuration to effectively assess pilot performance deterioration during prolonged wakefulness, Informatics in Medicine Unlocked, vol. 28, 23529148
Research Type: Journal Article
Diabetes Distal Peripheral Neuropathy: Subtypes and Diagnostic and Screening Technologies
, (2022). Diabetes Distal Peripheral Neuropathy: Subtypes and Diagnostic and Screening Technologies, Journal of Diabetes Science and Technology, vol. 16, iss. 2, pp. 295-320
Research Type: Journal Article
Seizures Caused by Exposure to Hyperbaric Oxygen in Rats Can Be Predicted by Early Changes in Electrodermal Activity
, (2022). Seizures Caused by Exposure to Hyperbaric Oxygen in Rats Can Be Predicted by Early Changes in Electrodermal Activity, Frontiers in Physiology, vol. 12
Research Type: Journal Article
Automatic motion artifact detection in electrodermal activity data using machine learning
, (2022). Automatic motion artifact detection in electrodermal activity data using machine learning, Biomedical Signal Processing and Control, vol. 74, 17468094
Research Type: Journal Article
Facial features and head movements obtained with a webcam correlate with performance deterioration during prolonged wakefulness
, (2021). Facial features and head movements obtained with a webcam correlate with performance deterioration during prolonged wakefulness, Attention, Perception, and Psychophysics, vol. 83, iss. 1, pp. 525-540, 19433921
Research Type: Journal Article
Preliminary Analysis of the Risk Factor Identification Embedding Model for Cardiovascular Disease
, (2021). Preliminary Analysis of the Risk Factor Identification Embedding Model for Cardiovascular Disease, Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, vol. 2021, pp. 1946-1949
Research Type: Journal Article
Objective pain stimulation intensity and pain sensation assessment using machine learning classification and regression based on electrodermal activity
, (2021). Objective pain stimulation intensity and pain sensation assessment using machine learning classification and regression based on electrodermal activity, American Journal of Physiology - Regulatory Integrative and Comparative Physiology, vol. 321, iss. 2, R186-R196, 03636119
Research Type: Journal Article
Real-time high-level acute pain detection using a smartphone and a wrist-worn electrodermal activity sensor
, (2021). Real-time high-level acute pain detection using a smartphone and a wrist-worn electrodermal activity sensor, Sensors, vol. 21, iss. 12, 14248220
Research Type: Journal Article
Sensitive Physiological Indices of Pain based on Differential Characteristics of Electrodermal Activity
, (2021). Sensitive Physiological Indices of Pain based on Differential Characteristics of Electrodermal Activity, IEEE Transactions on Biomedical Engineering, 00189294
Research Type: Journal Article
Pain Detection using a Smartphone in Real Time
, (2020). Pain Detection using a Smartphone in Real Time, vol. 2020-July, iss. 2020-July, pp. 4526-4529, https://api.elsevier.com/content/abstract/scopus_id/85091039570
Research Type: Conference Proceedings
Using electrodermal activity to validate multilevel pain stimulation in healthy volunteers evoked by thermal grills
Bin Feng,
, (2020). Using electrodermal activity to validate multilevel pain stimulation in healthy volunteers evoked by thermal grills, American Journal of Physiology - Regulatory Integrative and Comparative Physiology, vol. 319, iss. 3, H366-H375, 03636119
Research Type: Journal Article
Integrated dry poly(3,4-ethylenedioxythiophene):polystyrene sulfonate electrodes on finished textiles for continuous and simultaneous monitoring of electrocardiogram, electromyogram and electrodermal activity
, (2020). Integrated dry poly(3,4-ethylenedioxythiophene):polystyrene sulfonate electrodes on finished textiles for continuous and simultaneous monitoring of electrocardiogram, electromyogram and electrodermal activity, Flexible and Printed Electronics, vol. 5, iss. 3
Research Type: Journal Article
Mild dehydration identification using machine learning to assess autonomic responses to cognitive stress
Elaine Lee,
, (2020). Mild dehydration identification using machine learning to assess autonomic responses to cognitive stress, Nutrients, vol. 12, iss. 1
Research Type: Journal Article
Machine learning model based on transthoracic bioimpedance and heart rate variability for lung fluid accumulation detection: Prospective clinical study
, (2020). Machine learning model based on transthoracic bioimpedance and heart rate variability for lung fluid accumulation detection: Prospective clinical study, JMIR Medical Informatics, vol. 8, iss. 8
Research Type: Journal Article
Innovations in electrodermal activity data collection and signal processing: A systematic review
, (2020). Innovations in electrodermal activity data collection and signal processing: A systematic review, vol. 20, iss. 2
Research Type: Other Scholarly Work
Phasic component of electrodermal activity is more correlated to brain activity than tonic component
, (2019). Phasic component of electrodermal activity is more correlated to brain activity than tonic component, https://api.elsevier.com/content/abstract/scopus_id/85073038284
Research Type: Conference Proceedings
Brain Activity Correlates With Cognitive Performance Deterioration During Sleep Deprivation
, (2019). Brain Activity Correlates With Cognitive Performance Deterioration During Sleep Deprivation, Frontiers in Neuroscience, vol. 13, 16624548
Research Type: Journal Article
Analysis of Reproducibility of Noninvasive Measures of Sympathetic Autonomic Control Based on Electrodermal Activity and Heart Rate Variability
, (2019). Analysis of Reproducibility of Noninvasive Measures of Sympathetic Autonomic Control Based on Electrodermal Activity and Heart Rate Variability, IEEE Access, vol. 7, pp. 22523-22531
Research Type: Journal Article
Exploring electrodermal activity in water-immersed subjects
, (2018). Exploring electrodermal activity in water-immersed subjects, vol. 2018-January, iss. 2018-January, pp. 90-93, https://api.elsevier.com/content/abstract/scopus_id/85049690860
Research Type: Conference Proceedings
Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materials
, (2018). Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materials, vol. 2018-January, iss. 2018-January, pp. 62-65, https://api.elsevier.com/content/abstract/scopus_id/85047850249
Research Type: Conference Proceedings
Electrodermal activity is sensitive to cognitive stress under water
, (2018). Electrodermal activity is sensitive to cognitive stress under water, Frontiers in Physiology, vol. 8, iss. JAN
Research Type: Journal Article
Feasibility Testing of Hydrophobic Carbon Electrodes for Acquisition of Underwater Surface Electromyography Data
, (2018). Feasibility Testing of Hydrophobic Carbon Electrodes for Acquisition of Underwater Surface Electromyography Data, Annals of Biomedical Engineering, vol. 46, iss. 9, pp. 1397-1405, 00906964
Research Type: Journal Article
Analysis of consistency of transthoracic bioimpedance measurements acquired with dry carbon black PDMS electrodes, adhesive electrodes, and wet textile electrodes
, (2018). Analysis of consistency of transthoracic bioimpedance measurements acquired with dry carbon black PDMS electrodes, adhesive electrodes, and wet textile electrodes, Sensors (Switzerland), vol. 18, iss. 6, 14248220
Research Type: Journal Article
Effect of shallow and deep SCUBA dives on heart rate variability
, (2018). Effect of shallow and deep SCUBA dives on heart rate variability, Frontiers in Physiology, vol. 9, iss. FEB
Research Type: Journal Article
Human Performance Deterioration Due to Prolonged Wakefulness Can Be Accurately Detected Using Time-Varying Spectral Analysis of Electrodermal Activity
, (2018). Human Performance Deterioration Due to Prolonged Wakefulness Can Be Accurately Detected Using Time-Varying Spectral Analysis of Electrodermal Activity, Human Factors, vol. 60, iss. 7, pp. 1035-1047, 00187208
Research Type: Journal Article
Testing the need for carbon in salt/adhesive electrodes for surface electromyography measurements: Preliminary results
, (2017). Testing the need for carbon in salt/adhesive electrodes for surface electromyography measurements: Preliminary results, pp. 13-16, https://api.elsevier.com/content/abstract/scopus_id/85032218860
Research Type: Conference Proceedings
Understanding the effect of carbon in carbon/salt/adhesive electrodes for surface electromyography measurements
, (2017). Understanding the effect of carbon in carbon/salt/adhesive electrodes for surface electromyography measurements, Sensors and Actuators, A: Physical, vol. 264, pp. 51-57, 09244247
Research Type: Journal Article
Sleep deprivation in young and healthy subjects is more sensitively identified by higher frequencies of electrodermal activity than by skin conductance level evaluated in the time domain
, (2017). Sleep deprivation in young and healthy subjects is more sensitively identified by higher frequencies of electrodermal activity than by skin conductance level evaluated in the time domain, Frontiers in Physiology, vol. 8, iss. JUN
Research Type: Journal Article
Dry carbon/salt adhesive electrodes for recording electrodermal activity
, (2017). Dry carbon/salt adhesive electrodes for recording electrodermal activity, Sensors & Actuators A
Research Type: Journal Article
Frequency-domain electrodermal activity index of sympathetic function
, (2016). Frequency-domain electrodermal activity index of sympathetic function, pp. 497-500, https://api.elsevier.com/content/abstract/scopus_id/84968546458
Research Type: Conference Proceedings
Novel dry electrodes for recording electrodermal activity
, (2016). Novel dry electrodes for recording electrodermal activity, vol. 2016-October, iss. 2016-October, pp. 5701-5704, https://api.elsevier.com/content/abstract/scopus_id/85009084237
Research Type: Conference Proceedings
Power Spectral Density Analysis of Electrodermal Activity for Sympathetic Function Assessment
, (2016). Power Spectral Density Analysis of Electrodermal Activity for Sympathetic Function Assessment, Annals of Biomedical Engineering, vol. 44, iss. 10, pp. 3124-3135, 00906964
Research Type: Journal Article
Using EMG to Better Understand Patient Pain and Stress During Routine Mammography
Krystyna Gielo-Perczak
, (1964). Using EMG to Better Understand Patient Pain and Stress During Routine Mammography, The 68 HFES Conference Proceedings, Proceedings of the 68th International Conference of Human Factors and Ergonomics 2014
Research Type: Conference Proceedings
Evauation of Patient Stress During Mammograms through Surface Electromyography Analysis
Krystyna Gielo-Perczak,
, (1964). Evauation of Patient Stress During Mammograms through Surface Electromyography Analysis, Applied Human Factors Ergonomics Conferences, AHFE International Open Access is an Emerging Science & Engineering, Human Factors and Human-centered Computing
Research Type: Conference Proceedings
Time-varying analysis of electrodermal activity during exercise
Time-varying analysis of electrodermal activity during exercise, PLOS-ONE
Research Type: Journal Article