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Wearable Physiological Sensors Reflect Mental Stress State in Office-Like Situations
7 references·8 citing·43 second hop
Wearable Physiological Sensors Reflect Mental Stress State in Office-Like Situations (2013)Wearable Physiological Sensors Reflect Me…Trapezius muscle EMG as predictor of mental stress (2013)Trapezius muscle EMG as predi…Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors (2011)Development and Evaluation of…Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Discriminating Stress From Co…Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables (2006)Stress Detection in Computer …Realization of Stress Detection using Psychophysiological Signals for Improvement of Human-Computer Interaction (2005)Realization of Stress Detecti…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…A Global Measure of Perceived Stress (1983)A Global Measure of Perceived…Stress Monitoring Using Machine Learning, IoT and Wearable Sensors (2023)Stress Monitoring Using Machi…Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals (2022)Deep Learning Approach for De…Classification of Mental Stress from Wearable Physiological Sensors Using Image-Encoding-Based Deep Neural Network (2022)Classification of Mental Stre…Employing Multimodal Machine Learning for Stress Detection (2021)Employing Multimodal Machine …Toward soft real-time stress detection using wrist-worn devices for human workspaces (2020)Toward soft real-time stress …Fabrication of a portable device for stress monitoring using wearable sensors and soft computing algorithms (2019)Fabrication of a portable dev…Deep ECG-Respiration Network (DeepER Net) for Recognizing Mental Stress (2019)Deep ECG-Respiration Network …Comparison of Machine Learning Techniques for Psychophysiological Stress Detection (2016)Comparison of Machine Learnin…Affective Computing (1997)Pupil size variation as an indication of affective processing (2003)The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018)Effects of Music on Cardiovascular Reactivity Among Surgeons (1994)The Body Action Coding System I: Muscle activations during the perception and expression of emotion (2014)Biosignal Analysis to Assess Mental Stress in Automatic Driving of Trucks: Palmar Perspiration and Masseter Electromyography (2015)Mental stress and safety awareness during human-robot collaboration - Review (2022)Organizational Stress: Studies in Role Conflict and Ambiguity. 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(1990)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Bodily Changes in Pain, Hunger, Fear, and Rage. (1917)StressSense (2012)Correlation Analysis of Different Measurement Places of Galvanic Skin Response in Test Groups Facing Pleasant and Unpleasant Stimuli (2021)Fusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review (2025)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition (2023)Artificial Intelligence in Psychiatry: A Review of Biological and Behavioral Data Analyses (2025)Machine and Deep Learning Models for Stress Detection Using Multimodal Physiological Data (2025)Stress Recognition Using Wearable Sensors and Mobile Phones (2013)Stress Detection Using Wearable Physiological and Sociometric Sensors (2016)Review on Psychological Stress Detection Using Biosignals (2019)Stress detection in computer users through non-invasive monitoring of physiological signals. (2006)Detection of Psychological Stress Using a Hyperspectral Imaging Technique (2014)Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features (2019)
this work references cited by second hop

References

  • 1983A Global Measure of Perceived Stress32,743 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2009Discriminating Stress From Cognitive Load Using a Wearable EDA Device742 cited
  • 2006Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables290 cited
  • 2011Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors221 cited
  • 2005Realization of Stress Detection using Psychophysiological Signals for Improvement of Human-Computer Interaction105 cited
  • 2013Trapezius muscle EMG as predictor of mental stress94 cited

Cited by

  • 2022Classification of Mental Stress from Wearable Physiological Sensors Using Image-Encoding-Based Deep Neural Network83 cited
  • 2023Stress Monitoring Using Machine Learning, IoT and Wearable Sensors80 cited
  • 2019Fabrication of a portable device for stress monitoring using wearable sensors and soft computing algorithms75 cited
  • 2016Comparison of Machine Learning Techniques for Psychophysiological Stress Detection74 cited
  • 2022Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals73 cited
  • 2021Employing Multimodal Machine Learning for Stress Detection68 cited
  • 2019Deep ECG-Respiration Network (DeepER Net) for Recognizing Mental Stress

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67 cited
  • 2020Toward soft real-time stress detection using wrist-worn devices for human workspaces51 cited