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

Mental health is vital for emotional, psychological, and social well-being. Mental illness can affect thoughts, feelings, and behaviors. Early intervention and specialized care can manage major mental illnesses. Predicting mental state accurately can facilitate behavioral changes and promote overall...

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Veröffentlicht in:	IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser:	Jyotsna, C., Amudha, J., Ram, Amritanshu, Fruet, Damiano, Nollo, Giandomenico
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Biomedical monitoring Customization Data models Deep learning Eye movements Eye Tracking Galvanic skin response Gaze tracking Illnesses Literature reviews Long short term memory Machine learning Mental disorders Mental health Mental state prediction Monitoring Predictive models Regression models Time series Time series analysis Tracking
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