Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood.

Katharina SchultebraucksVijay YadavArieh Y ShalevGeorge A BonannoIsaac R Galatzer-Levy

Published in: Psychological medicine (2020)

Direct clinical observation during post-trauma free speech using deep learning identifies digital markers that can be utilized to classify MDD and PTSD status.

Keyphrases

deep learning
posttraumatic stress disorder
artificial intelligence
convolutional neural network
machine learning
sleep quality
trauma patients
major depressive disorder
bipolar disorder
depressive symptoms
hearing loss
genome wide
physical activity