Deep learning model of fMRI connectivity predicts PTSD symptom trajectories in recent trauma survivors

Deep learning model of fMRI connectivity predicts PTSD symptom trajectories in recent trauma survivors

Early intervention following exposure to a traumatic life event could change the clinical path from the development of post traumatic stress disorder (PTSD) to recovery, hence the interest in early detection and underlying biological mechanisms involved in the development of post traumatic sequelae....

Full description

Bibliographic Details
Main Authors: Shelly Sheynin, Lior Wolf, Ziv Ben-Zion, Jony Sheynin, Shira Reznik, Jackob Nimrod Keynan, Roee Admon, Arieh Shalev, Talma Hendler, Israel Liberzon
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:NeuroImage
Subjects:
fMRI
Deep learning
Attention mechanism
End-to-end neural network
PTSD symptom clusters
Online Access:http://www.sciencedirect.com/science/article/pii/S105381192100519X

Internet

http://www.sciencedirect.com/science/article/pii/S105381192100519X

Similar Items