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Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health
11 references·0 citing·56 second hopsampled
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health (2024)Exploring Large-Scale Language Models to …Mental-LLM (2024)Mental-LLMGLOBEM (2022)GLOBEMEmotion Recognition With Audio, Video, EEG, and EMG: A Dataset and Baseline Approaches (2022)Emotion Recognition With Audi…A multi-modal open dataset for mental-disorder analysis (2022)A multi-modal open dataset fo…Smart Devices and Wearable Technologies to Detect and Monitor Mental Health Conditions and Stress: A Systematic Review (2021)Smart Devices and Wearable Te…Multi-Modal Adaptive Fusion Transformer Network for the Estimation of Depression Level (2021)Multi-Modal Adaptive Fusion T…Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion (2020)Cross-Subject Multimodal Emot…Application of Machine Learning Methods in Mental Health Detection: A Systematic Review (2020)Application of Machine Learni…Passive mobile sensing and psychological traits for large scale mood prediction (2019)Passive mobile sensing and ps…Scaling-up treatment of depression and anxiety: a global return on investment analysis (2016)Scaling-up treatment of depre…EEG Based Stress Monitoring (2015)EEG Based Stress MonitoringA 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)Wearable Sensing Technology Applications in Construction Safety and Health (2019)No health without mental health (2007)Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010 (2013)Social determinants of mental disorders and the Sustainable Development Goals: a systematic review of reviews (2018)Transforming Our World: The 2030 Agenda for Sustainable Development (2018)Nature and mental health: An ecosystem service perspective (2019)Internet-Based Cognitive Behavioral Therapy for Depression (2021)A circumplex model of affect. 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References

  • 2016Scaling-up treatment of depression and anxiety: a global return on investment analysis1,448 cited
  • 2021Smart Devices and Wearable Technologies to Detect and Monitor Mental Health Conditions and Stress: A Systematic Review330 cited
  • 2022A multi-modal open dataset for mental-disorder analysis291 cited
  • 2024Mental-LLM277 cited
  • 2020Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion201 cited
  • 2015EEG Based Stress Monitoring199 cited
  • 2020Application of Machine Learning Methods in Mental Health Detection: A Systematic Review179 cited
  • 2021Multi-Modal Adaptive Fusion Transformer Network for the Estimation of Depression Level100 cited
  • 2022GLOBEM94 cited
  • 2022Emotion Recognition With Audio, Video, EEG, and EMG: A Dataset and Baseline Approaches74 cited
  • 2019Passive mobile sensing and psychological traits for large scale mood prediction40 cited

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