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An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables
16 references·1 citing·46 second hopsampled
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables (2019)An Overview of the Feasibility of Permane…Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings (2018)Into the Wild: The Challenges…DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings (2018)DeepBreath: Deep learning of …A Review of Wearable Solutions for Physiological and Emotional Monitoring for Use by People with Autism Spectrum Disorder and Their Caregivers (2018)A Review of Wearable Solution…Sleep devices: wearables and nearables, informational and interventional, consumer and clinical (2017)Sleep devices: wearables and …Psychological stress level detection based on electrodermal activity (2017)Psychological stress level de…DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings (2017)DeepBreath: Deep learning of …Stress Detection Using Wearable Physiological and Sociometric Sensors (2016)Stress Detection Using Wearab…Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Towards an automatic early st…Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time (2014)Wearable Biomedical Measureme…Trapezius muscle EMG as predictor of mental stress (2013)Trapezius muscle EMG as predi…Stress detection from speech and Galvanic Skin Response signals (2013)Stress detection from speech …Multiple Physiological Signal-Based Human Stress Identification Using Non-Linear Classifiers (2013)Multiple Physiological Signal…A comparative evaluation of neural network classifiers for stress level analysis of automotive drivers using physiological signals (2013)A comparative evaluation of n…Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Objective measures, sensors a…Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Activity-Aware Mental Stress …Stress Recognition Using Non-invasive Technology. (2006)Stress Recognition Using Non-…The Performance of Wearable AI in Detecting Stress Among Students: Systematic Review and Meta-Analysis (2023)The Performance of Wearable A…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)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)Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System (2004)Emotion recognition based on physiological changes in music listening (2008)Multi-parameter prediction of drivers' lane-changing behaviour with neural network model (2015)Automatic driver stress level classification using multimodal deep learning (2019)Intelligent In‐Vehicle Interaction Technologies (2021)Emotions in Personality and Psychopathology (1979)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System (2018)Application of Wearable Biosensors to Construction Sites. I: Assessing Workers’ Stress (2019)Review of Stress Detection Methods Using Wearable Sensors (2024)Three-year follow-up and clinical implications of a mindfulness meditation-based stress reduction intervention in the treatment of anxiety disorders (1995)Emotional speech recognition: Resources, features, and methods (2006)Stress and anxiety detection using facial cues from videos (2016)Continuous Stress Detection Using Wearable Sensors in Real Life: Algorithmic Programming Contest Case Study (2019)Stress, appraisal, and coping (1985)Stress: Appraisal and Coping (2013)Electrodermal Activity Sensor for Classification of Calm/Distress Condition (2017)UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress (2021)A circumplex model of affect. (1980)Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques (2021)Coefficient Alpha and the Internal Structure of Tests (1951)Cognitive Therapy and the Emotional Disorders (1975)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Machine Learning Approach for Stress Detection using Wireless Physical Activity Tracker (2018)Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques (2020)Discrete random signals and statistical signal processing (1993)A Stress Sensor Based on Galvanic Skin Response (GSR) Controlled by ZigBee (2012)A review of recent approaches for emotion classification using electrocardiography and electrodermography signals (2020)Stress and Workload Assessment in Aviation—A Narrative Review (2023)Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning (2023)REDUCING BEHAVIOR PROBLEMS THROUGH FUNCTIONAL COMMUNICATION TRAINING (1985)The functions of self-mutilation (1998)Lifetime Prevalence of Mental Disorders in U.S. Adolescents: Results from the National Comorbidity Survey Replication–Adolescent Supplement (NCS-A) (2010)Emerging Wearable Biosensor Technologies for Stress Monitoring and Their Real-World Applications (2022)Wearables for Engagement Detection in Learning Environments: A Review (2022)Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods (2024)From Psychological Stress to the Emotions: A History of Changing Outlooks (1993)The perseverative cognition hypothesis: A review of worry, prolonged stress-related physiological activation, and health (2006)Cognitive Training and Stress Detection in MCI Frail Older People Through Wearable Sensors and Machine Learning (2020)Thermal Infrared Imaging-Based Affective Computing and Its Application to Facilitate Human Robot Interaction: A Review (2020)
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References

  • 2012Objective measures, sensors and computational techniques for stress recognition and classification: A survey510 cited
  • 2015Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review476 cited
  • 2012Activity-Aware Mental Stress Detection Using Physiological Sensors290 cited
  • 2013Stress detection from speech and Galvanic Skin Response signals227 cited
  • 2016Stress Detection Using Wearable Physiological and Sociometric Sensors209 cited
  • 2013A comparative evaluation of neural network classifiers for stress level analysis of automotive drivers using physiological signals194 cited
  • 2017Psychological stress level detection based on electrodermal activity147 cited
  • 2014Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time144 cited
  • 2018A Review of Wearable Solutions for Physiological and Emotional Monitoring for Use by People with Autism Spectrum Disorder and Their Caregivers142 cited
  • 2018DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings129 cited
  • 2017DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings124 cited
  • 2017Sleep devices: wearables and nearables, informational and interventional, consumer and clinical124 cited
  • 2018Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings

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98 cited
  • 2013Trapezius muscle EMG as predictor of mental stress94 cited
  • 2006Stress Recognition Using Non-invasive Technology.84 cited
  • 2013Multiple Physiological Signal-Based Human Stress Identification Using Non-Linear Classifiers77 cited
  • Cited by

    • 2023The Performance of Wearable AI in Detecting Stress Among Students: Systematic Review and Meta-Analysis45 cited