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Proposing a convolutional neural network for stress assessment by means of derived heart rate from functional near infrared spectroscopy
16 references·0 citing·48 second hop
Proposing a convolutional neural network for stress assessment by means of derived heart rate from functional near infrared spectroscopy (2020)Proposing a convolutional neural network …Emotion Recognition Based on Weighted Fusion Strategy of Multichannel Physiological Signals (2018)Emotion Recognition Based on …Stress Assessment Based on Decision Fusion of EEG and fNIRS Signals (2017)Stress Assessment Based on De…Stress Assessment by Prefrontal Relative Gamma (2016)Stress Assessment by Prefront…Prefrontal activation may predict working-memory training gain in normal aging and mild cognitive impairment (2016)Prefrontal activation may pre…Neural correlates of increased risk-taking propensity in sleep-deprived people along with a changing risk level (2016)Neural correlates of increase…Mental stress assessment using simultaneous measurement of EEG and fNIRS (2016)Mental stress assessment usin…Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data (2016)Exploring Neuro-Physiological…Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Towards an automatic early st…Stress Detection Using Physiological Sensors (2015)Stress Detection Using Physio…Automatic detection of a prefrontal cortical response to emotionally rated music using multi-channel near-infrared spectroscopy (2012)Automatic detection of a pref…Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Activity-Aware Mental Stress …Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Activity-Aware Mental Stress …Post-traumatic stress disorder: a right temporal lobe syndrome? (2010)Post-traumatic stress disorde…Sleep Deprivation Influences Diurnal Variation of Human Time Perception with Prefrontal Activity Change: A Functional Near-Infrared Spectroscopy Study (2009)Sleep Deprivation Influences …Principles and Practice of Stress Management (1986)Principles and Practice of St…Principles and practice of stress management (1984)Principles and practice of st…Toward machine emotional intelligence: analysis of affective physiological state (2001)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Stress Detection Using Wearable Physiological and Sociometric Sensors (2016)Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers (2017)Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018)A circumplex model of affect. 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A Meta-Analysis of Individual Differences in Baseline Cognitive Abilities and Training Outcomes (2021)Mortality Associated With Sleep Duration and Insomnia (2002)Neurocognitive Consequences of Sleep Deprivation (2005)Neurocognitive Consequences of Sleep Deprivation (2009)Utilization of a combined EEG/NIRS system to predict driver drowsiness (2017)Advances in Multimodal Emotion Recognition Based on Brain–Computer Interfaces (2020)Effects of physical fatigue on the induction of mental fatigue of construction workers: A pilot study based on a neurophysiological approach (2020)The Stress Process (1981)Long-term meditators self-induce high-amplitude gamma synchrony during mental practice (2004)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Portable System for Real-Time Detection of Stress Level (2018)Selection of Neural Oscillatory Features for Human Stress Classification with Single Channel EEG Headset (2018)Self-Regulation of Breathing as an Adjunctive Treatment of Insomnia (2019)The social readjustment rating scale (1967)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Machine Learning Framework for the Detection of Mental Stress at Multiple Levels (2017)Human stress classification using EEG signals in response to music tracks (2019)A Review on Mental Stress Assessment Methods Using EEG Signals (2021)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study (2019)EEG Mental Stress Assessment Using Hybrid Multi-Domain Feature Sets of Functional Connectivity Network and Time-Frequency Features (2021)Hybrid Approach of EEG Stress Level Classification Using K-Means Clustering and Support Vector Machine (2022)Social support as coping assistance. (1986)A cognitive-affective system theory of personality: Reconceptualizing situations, dispositions, dynamics, and invariance in personality structure. (1995)The nature of procrastination: A meta-analytic and theoretical review of quintessential self-regulatory failure. (2007)A randomized controlled trial of mindfulness meditation versus relaxation training: Effects on distress, positive states of mind, rumination, and distraction (2007)Interventions to reduce stress in university students: A review and meta-analysis (2012)Music interventions for improving psychological and physical outcomes in cancer patients (2016)Objective stress monitoring based on wearable sensors in everyday settings (2020)ECG-Based Driver’s Stress Detection Using Deep Transfer Learning and Fuzzy Logic Approaches (2022)Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection (2022)
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References

  • 1986Principles and Practice of Stress Management607 cited
  • 2015Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review476 cited
  • 1984Principles and practice of stress management345 cited
  • 2012Activity-Aware Mental Stress Detection Using Physiological Sensors290 cited
  • 2016Mental stress assessment using simultaneous measurement of EEG and fNIRS284 cited
  • 2016Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data255 cited
  • 2012Activity-Aware Mental Stress Detection Using Physiological Sensors133 cited
  • 2016Prefrontal activation may predict working-memory training gain in normal aging and mild cognitive impairment128 cited
  • 2017Stress Assessment Based on Decision Fusion of EEG and fNIRS Signals114 cited
  • 2016Stress Assessment by Prefrontal Relative Gamma112 cited
  • 2010Post-traumatic stress disorder: a right temporal lobe syndrome?97 cited
  • 2012Automatic detection of a prefrontal cortical response to emotionally rated music using multi-channel near-infrared spectroscopy86 cited
  • 2015Stress Detection Using Physiological Sensors83 cited
  • 2018Emotion Recognition Based on Weighted Fusion Strategy of Multichannel Physiological Signals

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82 cited
  • 2009Sleep Deprivation Influences Diurnal Variation of Human Time Perception with Prefrontal Activity Change: A Functional Near-Infrared Spectroscopy Study44 cited
  • 2016Neural correlates of increased risk-taking propensity in sleep-deprived people along with a changing risk level42 cited
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