Machine Learning models for the Identification of Cognitive Tasks using Autonomic Reactions from Heart Rate Variability and Electrodermal Activity

por Posada-Quintero, Hugo F., Bolkhovsky, Jeffrey B.
Publicado 2019

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...

por Posada-Quintero, Hugo F., Bolkhovsky, Jeffrey B., Reljin, Natasa, Chon, Ki H.
Publicado 2017

A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethy...

por Salehizadeh, Seyed M. A., Dao, Duy, Bolkhovsky, Jeffrey, Cho, Chae, Mendelson, Yitzhak, Chon, Ki H.
Publicado 2015

Machine Learning Models for the Classification of Sleep Deprivation Induced Performance Impairment During a Psychomotor Vigilance Task Using Indices of Eye and Face Tracking

por Daley, Matthew S., Gever, David, Posada-Quintero, Hugo F., Kong, Youngsun, Chon, Ki, Bolkhovsky, Jeffrey B.
Publicado 2020

Brain Activity Correlates With Cognitive Performance Deterioration During Sleep Deprivation

por Posada-Quintero, Hugo F., Reljin, Natasa, Bolkhovsky, Jeffrey B., Orjuela-Cañón, Alvaro D., Chon, Ki H.
Publicado 2019