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Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal
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Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal (2022)Wearable Flexible Electronics Based Cardi…Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection (2022)Frontal lobe real-time EEG an…Real-Time ECG-Based Detection of Fatigue Driving Using Sample Entropy (2018)Real-Time ECG-Based Detection…Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals (2018)Emotional Stress State Detect…Mental Stress Quantification Using EEG Signals (2015)Mental Stress Quantification …Development of a fatigue scale (1993)Development of a fatigue scaleFusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review (2025)Fusing Wearable Biosensors wi…Detection and monitoring of stress using wearables: a systematic review (2024)Detection and monitoring of s…Mental Stress Assessment in the Workplace: A Review (2023)Mental Stress Assessment in t…Heart Rate Variability-Based Mental Stress Detection: An Explainable Machine Learning Approach (2023)Heart Rate Variability-Based …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)Role of Oxidative Stress and …Coefficient Alpha and the Internal Structure of Tests (1951)Health Measurement Scales: A Practical Guide to Their Development and Use (1989)The Revised Illness Perception Questionnaire (IPQ-R) (2002)Psychometric qualities of a brief self-rated fatigue measure (2003)Distinguishing sleepiness and fatigue: focus on definition and measurement (2005)A critical review of the psychophysiology of driver fatigue (2001)Electroencephalographic study of drowsiness in simulated driving with sleep deprivation (2004)Using EEG spectral components to assess algorithms for detecting fatigue (2008)Brain Complex Network Characteristic Analysis of Fatigue during Simulated Driving Based on Electroencephalogram Signals (2019)A Systematic Survey of Driving Fatigue Monitoring (2022)Data-driven learning fatigue detection system: A multimodal fusion approach of ECG (electrocardiogram) and video signals (2022)EEG-Based Emotion Recognition in Music Listening (2010)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Feature Extraction and Selection for Emotion Recognition from EEG (2014)A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans (2021)Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM) (2022)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)Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals (2023)A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects (1969)The Insomnia Severity Index: Psychometric Indicators to Detect Insomnia Cases and Evaluate Treatment Response (2011)Management of Chronic Insomnia Disorder in Adults: A Clinical Practice Guideline From the American College of Physicians (2016)Stress Recognition Using Wearable Sensors and Mobile Phones (2013)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)The Impact of AI-Enhanced Chatbots on Psychological Support for Higher Education Students (2025)Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Review on Psychological Stress Detection Using Biosignals (2019)A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques (2021)Ecological Momentary Assessment (2007)The Stroop Color and Word Test (2017)Updating guidance for reporting systematic reviews: development of the PRISMA 2020 statement (2021)Neural mechanisms of the cognitive model of depression (2011)Diagnostic and Statistical Manual of Mental Disorders (2013)Toward Personalized Healing: AI-Supported Wearables in Mental Health Practice (2025)Mobile EEG-Based Workers’ Stress Recognition by Applying Deep Neural Network (2018)An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes (2020)Evolutionary inspired approach for mental stress detection using EEG signal (2022)
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References

  • 1993Development of a fatigue scale3,028 cited
  • 2018Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals151 cited
  • 2015Mental Stress Quantification Using EEG Signals138 cited
  • 2022Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection131 cited
  • 2018Real-Time ECG-Based Detection of Fatigue Driving Using Sample Entropy118 cited

Cited by

  • 2024Detection and monitoring of stress using wearables: a systematic review82 cited
  • 2022Role of Oxidative Stress and Inflammation in Insomnia Sleep Disorder and Cardiovascular Diseases: Herbal Antioxidants and Anti-inflammatory Coupled with Insomnia Detection using Machine Learning79 cited
  • 2025Fusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review71 cited
  • 2023Mental Stress Assessment in the Workplace: A Review61 cited
  • 2023Heart Rate Variability-Based Mental Stress Detection: An Explainable Machine Learning Approach49 cited

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