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PredictEYE: Personalized Time Series Model for Mental State Prediction Using Eye Tracking
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References

  • 2020Association between socioeconomic status and the development of mental and physical health conditions in adulthood: a multi-cohort study794 cited
  • 2020Mental health and clinical psychological science in the time of COVID-19: Challenges, opportunities, and a call to action.762 cited
  • 2017National mental health survey of India 2015–2016675 cited
  • 2019From Big Data to Precision Medicine474 cited
  • 2019A Comparison between ARIMA, LSTM, and GRU for Time Series Forecasting447 cited
  • 2020Optimizing LSTM for time series prediction in Indian stock market396 cited
  • 2018Mental health monitoring with multimodal sensing and machine learning: A survey356 cited
  • 2012A Stress Sensor Based on Galvanic Skin Response (GSR) Controlled by ZigBee315 cited
  • 2021Ecological momentary interventions for mental health: A scoping review259 cited
  • 2013Stress detection from speech and Galvanic Skin Response signals227 cited
  • 2020AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures204 cited
  • 2021Driver stress detection via multimodal fusion using attention-based CNN-LSTM199 cited
  • 2019Identification and classification of construction equipment operators' mental fatigue using wearable eye-tracking technology198 cited
  • 2017Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach

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192 cited
  • 2019Multimodal Integration of Emotional Signals from Voice, Body, and Context: Effects of (In)Congruence on Emotion Recognition and Attitudes Towards Robots182 cited
  • 2022A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring156 cited
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