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Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings
16 references·11 citing·53 second hop
Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings (2018)Into the Wild: The Challenges of Physiolo…Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Towards an automatic early st…cStress (2015)cStressAutomatic identification of artifacts in electrodermal activity data (2015)Automatic identification of a…StudentLife (2014)StudentLifeTowards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep (2013)Towards Measuring Stress with…Review of the Psychometric Evidence of the Perceived Stress Scale (2012)Review of the Psychometric Ev…Emotional sweating across the body: Comparing 16 different skin conductance measurement locations (2012)Emotional sweating across the…Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Activity-Aware Mental Stress …Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach (2008)Toward Emotion Recognition in…Ecological Momentary Assessment (2007)Ecological Momentary Assessme…Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables (2006)Stress Detection in Computer …Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Using the job demands‐resources model to predict burnout and performance (2004)Using the job demands‐resourc…Pupil size variation as an indication of affective processing (2003)Pupil size variation as an in…Diary Methods: Capturing Life as it is Lived (2002)Diary Methods: Capturing Life…An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures (2002)An Analysis of Mental Workloa…Triggering just-in-time adaptive interventions based on real-time detection of daily-life stress: Methodological development and longitudinal multicenter evaluation (2025)Triggering just-in-time adapt…Detection and monitoring of stress using wearables: a systematic review (2024)Detection and monitoring of s…Wearables measuring electrodermal activity to assess perceived stress in care: a scoping review (2023)Wearables measuring electrode…Attention based hybrid deep learning model for wearable based stress recognition (2023)Attention based hybrid deep l…An interpretable machine learning approach to multimodal stress detection in a simulated office environment (2023)An interpretable machine lear…Users’ Perceptions of a Digital Stress Self-monitoring Application: Research Insights to Design a Practical Innovation (2022)Users’ Perceptions of a Digit…Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals (2022)Deep Learning Approach for De…Machine Learning Based Stress Monitoring in Older Adults Using Wearable Sensors and Cortisol as Stress Biomarker (2021)Machine Learning Based Stress…Machine Learning Based Solutions for Real-Time Stress Monitoring (2020)Machine Learning Based Soluti…Design and evaluation of a context-aware model based on psychophysiology (2019)Design and evaluation of a co…Ambulatory and Laboratory Stress Detection Based on Raw Electrocardiogram Signals Using a Convolutional Neural Network (2019)Ambulatory and Laboratory Str…A circumplex model of affect. 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References

  • 2007Ecological Momentary Assessment6,416 cited
  • 2002Diary Methods: Capturing Life as it is Lived3,834 cited
  • 2004Using the job demands‐resources model to predict burnout and performance2,564 cited
  • 2012Review of the Psychometric Evidence of the Perceived Stress Scale2,301 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2014StudentLife1,117 cited
  • 2003Pupil size variation as an indication of affective processing835 cited
  • 2002An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures488 cited
  • 2015Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review476 cited
  • 2012Emotional sweating across the body: Comparing 16 different skin conductance measurement locations413 cited
  • 2015cStress340 cited
  • 2008Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach335 cited
  • 2013Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep302 cited
  • 2006Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables290 cited
  • 2012

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Activity-Aware Mental Stress Detection Using Physiological Sensors
290 cited
  • 2015Automatic identification of artifacts in electrodermal activity data279 cited
  • Cited by

    • 2020Machine Learning Based Solutions for Real-Time Stress Monitoring98 cited
    • 2024Detection and monitoring of stress using wearables: a systematic review82 cited
    • 2023An interpretable machine learning approach to multimodal stress detection in a simulated office environment79 cited
    • 2022Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals73 cited
    • 2021Machine Learning Based Stress Monitoring in Older Adults Using Wearable Sensors and Cortisol as Stress Biomarker66 cited
    • 2023Wearables measuring electrodermal activity to assess perceived stress in care: a scoping review65 cited
    • 2023Attention based hybrid deep learning model for wearable based stress recognition58 cited
    • 2019Design and evaluation of a context-aware model based on psychophysiology55 cited
    • 2019Ambulatory and Laboratory Stress Detection Based on Raw Electrocardiogram Signals Using a Convolutional Neural Network53 cited
    • 2025Triggering just-in-time adaptive interventions based on real-time detection of daily-life stress: Methodological development and longitudinal multicenter evaluation4 cited
    • 2022Users’ Perceptions of a Digital Stress Self-monitoring Application: Research Insights to Design a Practical Innovation3 cited