Towards non-invasive PTSD diagnosis: Utilising EEG based Emotion Recognition with the DEAP Database
Josephine Mary Juliana M,
Gnanou Florence Sudha,
Nakkeeran R
Abstract:Post-Traumatic Stress Disorder (PTSD) poses a significant challenge in mental health diagnosis, necessitating innovative and non-invasive approaches. This paper explores the efficacy of emotion recognition through electroencephalography (EEG) as a potential diagnostic tool for PTSD. Leveraging the rich resource of the DEAP EEG database, this study focuses on employing statistical features, namely mean, standard deviation, kurtosis, and Hjorth parameters, to ascertain emotional states associated with PTSD. This… Show more
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