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EEG based stress level identification
2 references·12 citing·43 second hop
EEG based stress level identification (2016)EEG based stress level identificationEEG Based Stress Monitoring (2015)EEG Based Stress MonitoringThe Psychology Experiment Building Language (PEBL) and PEBL Test Battery (2013)The Psychology Experiment Bui…Review of Stress Detection Methods Using Wearable Sensors (2024)Review of Stress Detection Me…A review on evaluating mental stress by deep learning using EEG signals (2024)A review on evaluating mental…MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress (2022)MuLHiTA: A Novel Multiclass C…Hybrid Approach of EEG Stress Level Classification Using K-Means Clustering and Support Vector Machine (2022)Hybrid Approach of EEG Stress…Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection (2022)Frontal lobe real-time EEG an…Detection of Mental Stress through EEG Signal in Virtual Reality Environment (2021)Detection of Mental Stress th…Psychological stimulation for anxious states detection based on EEG-related features (2020)Psychological stimulation for…EEG Based Classification of Long-Term Stress Using Psychological Labeling (2020)EEG Based Classification of L…An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes (2020)An Effective Mental Stress St…A Wearable EEG Instrument for Real-Time Frontal Asymmetry Monitoring in Worker Stress Analysis (2020)A Wearable EEG Instrument for…Single-Trial Cognitive Stress Classification Using Portable Wireless Electroencephalography (2019)Single-Trial Cognitive Stress…Physiological signal based work stress detection using unobtrusive sensors (2018)Physiological signal based wo…Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)OpenSesame: An open-source, graphical experiment builder for the social sciences (2011)Diagnostic and Statistical Manual of Mental Disorders (2013)Nonverbal Executive Function is Mediated by Language: A Study of Deaf and Hearing Children (2016)Situational Awareness, Driver’s Trust in Automated Driving Systems and Secondary Task Performance (2019)A Global Measure of Perceived Stress (1983)Stress, appraisal, and coping (1985)Stress: Appraisal and Coping (2013)A Novel Wearable EEG and ECG Recording System for Stress Assessment (2019)Classification of Perceived Mental Stress Using A Commercially Available EEG Headband (2019)Chronic stress, acute stress, and depressive symptoms (1990)Neurobiology of early life stress: Clinical studies (2002)Machine Learning Framework for the Detection of Mental Stress at Multiple Levels (2017)Human stress classification during public speaking using physiological signals (2021)A novel technique for stress detection from EEG signal using hybrid deep learning model (2022)Manual for the State-Trait Anxiety Inventory STAI (Form Y) ("Self-Evaluation Questionnaire") (1983)Measures of Self-Esteem (1991)Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans (2021)A Multi-Dimensional Graph Convolution Network for EEG Emotion Recognition (2022)Nasa-task load index (NASA-TLX); 20 years later (2006)The Essential Guide to Effect Sizes (2010)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving (2022)Applications of artificial intelligence−machine learning for detection of stress: a critical overview (2023)Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals (2023)Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors (2018)EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)Mental Stress Assessment in the Workplace: A Review (2023)Examining the Landscape of Cognitive Fatigue Detection: A Comprehensive Survey (2024)Towards mental stress detection using wearable physiological sensors (2011)Stress detection from speech and Galvanic Skin Response signals (2013)Human stress classification using EEG signals in response to music tracks (2019)How can machine learning be used in stress management: A systematic literature review of applications in workplaces and education (2022)Role of Oxidative Stress and Inflammation in Insomnia Sleep Disorder and Cardiovascular Diseases: Herbal Antioxidants and Anti-inflammatory Coupled with Insomnia Detection using Machine Learning (2022)Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal (2022)The social readjustment rating scale (1967)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)Review on Psychological Stress Detection Using Biosignals (2019)Review of the Psychometric Evidence of the Perceived Stress Scale (2012)
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References

  • 2013The Psychology Experiment Building Language (PEBL) and PEBL Test Battery1,092 cited
  • 2015EEG Based Stress Monitoring199 cited

Cited by

  • 2020A Wearable EEG Instrument for Real-Time Frontal Asymmetry Monitoring in Worker Stress Analysis142 cited
  • 2022Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection131 cited
  • 2020EEG Based Classification of Long-Term Stress Using Psychological Labeling127 cited
  • 2020An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes118 cited
  • 2024Review of Stress Detection Methods Using Wearable Sensors109 cited
  • 2021Detection of Mental Stress through EEG Signal in Virtual Reality Environment84 cited
  • 2022Hybrid Approach of EEG Stress Level Classification Using K-Means Clustering and Support Vector Machine66 cited
  • 2022MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress62 cited
  • 2018Physiological signal based work stress detection using unobtrusive sensors59 cited
  • 2019Single-Trial Cognitive Stress Classification Using Portable Wireless Electroencephalography59 cited
  • 2024A review on evaluating mental stress by deep learning using EEG signals57 cited
  • 2020

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Psychological stimulation for anxious states detection based on EEG-related features
47 cited