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Detection of stress/anxiety state from EEG features during video watching
6 references·10 citing·44 second hop
Detection of stress/anxiety state from EEG features during video watching (2015)Detection of stress/anxiety state from EE…Four Models of Basic Emotions: A Review of Ekman and Cordaro, Izard, Levenson, and Panksepp and Watt (2011)Four Models of Basic Emotions…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Emotional Stress Recognition System Using EEG and Psychophysiological Signals: Using New Labelling Process of EEG Signals in Emotional Stress State (2010)Emotional Stress Recognition …What's basic about basic emotions? (1990)What's basic about basic emot…Principles and Practice of Stress Management (1986)Principles and Practice of St…A circumplex model of affect. (1980)A circumplex model of affect.Deep Learning Approaches for Stress Detection: A Survey (2024)Deep Learning Approaches for …Depression and Mood Monitoring for Pregnant Women Using IoT-Based Wearables (2023)Depression and Mood Monitorin…Stress Classification Using Brain Signals Based on LSTM Network (2022)Stress Classification Using B…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…Human state anxiety classification framework using EEG signals in response to exposure therapy (2022)Human state anxiety classific…A study on multi-class anxiety detection using wearable EEG headband (2021)A study on multi-class anxiet…Psychological stimulation for anxious states detection based on EEG-related features (2020)Psychological stimulation for…PASS: A Multimodal Database of Physical Activity and Stress for Mobile Passive Body/ Brain-Computer Interface Research (2020)PASS: A Multimodal Database o…Detection of Drivers’ Anxiety Invoked by Driving Situations Using Multimodal Biosignals (2020)Detection of Drivers’ Anxiety…A novel multi-kernel 1D convolutional neural network for stress recognition from ECG (2019)A novel multi-kernel 1D convo…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition using brain activity (2008)Electroencephalogram-based emotion assessment system using ontology and data mining techniques (2015)Application of Wearable Biosensors to Construction Sites. 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(2003)The Interpretation of Cultures (2017)Diagnostic and Statistical Manual of Mental Disorders(DSM) (2008)State‐Trait Anxiety Inventory (2010)Measures of anxiety: State‐Trait Anxiety Inventory (STAI), Beck Anxiety Inventory (BAI), and Hospital Anxiety and Depression Scale‐Anxiety (HADS‐A) (2011)Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis (2023)THE ASSESSMENT OF ANXIETY STATES BY RATING (1959)Diagnostic and Statistical Manual of Mental Disorders (2012)EEG channel selection-based binary particle swarm optimization with recurrent convolutional autoencoder for emotion recognition (2023)A comprehensive exploration of machine learning techniques for EEG-based anxiety detection (2024)Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)A review on evaluating mental stress by deep learning using EEG signals (2024)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)Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition (2023)HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals (2024)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)
this work references cited by second hop

References

  • 1980A circumplex model of affect.17,317 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 1990What's basic about basic emotions?2,125 cited
  • 1986Principles and Practice of Stress Management607 cited
  • 2011Four Models of Basic Emotions: A Review of Ekman and Cordaro, Izard, Levenson, and Panksepp and Watt412 cited
  • 2010Emotional Stress Recognition System Using EEG and Psychophysiological Signals: Using New Labelling Process of EEG Signals in Emotional Stress State150 cited

Cited by

  • 2022MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress62 cited
  • 2021A study on multi-class anxiety detection using wearable EEG headband58 cited
  • 2022Stress Classification Using Brain Signals Based on LSTM Network58 cited
  • 2022Human state anxiety classification framework using EEG signals in response to exposure therapy55 cited
  • 2020Psychological stimulation for anxious states detection based on EEG-related features47 cited
  • 2020Detection of Drivers’ Anxiety Invoked by Driving Situations Using Multimodal Biosignals46 cited
  • 2024Deep Learning Approaches for Stress Detection: A Survey43 cited
  • 2020PASS: A Multimodal Database of Physical Activity and Stress for Mobile Passive Body/ Brain-Computer Interface Research

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43 cited
  • 2019A novel multi-kernel 1D convolutional neural network for stress recognition from ECG36 cited
  • 2023Depression and Mood Monitoring for Pregnant Women Using IoT-Based Wearables1 cited