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Machine learning multivariate pattern analysis predicts classification of posttraumatic stress disorder and its dissociative subtype: a multimodal neuroimaging approach

Keyword(s): Amygdala, Dissociative Subtype, fMRI, Machine Learning, Multivariate Pattern Analysis, Neuroimaging, Posttraumatic Stress Disorder, PTSD, Resting State Connectivity, Trauma
Date: September 2019

Original Citation

Nicholson, A.A., Densmore, M., McKinnon, M.C., Neufeld, R.W.J., Frewen, P.A., Théberge, .J, Jetly, R., Richardson, J.D., Lanius, R.A. (2019). Machine learning multivariate pattern analysis predicts classification of posttraumatic stress disorder and its dissociative subtype: a multimodal neuroimaging approach. Psychol Med. 2019 Sep;49(12):2049-2059. doi: 10.1017/S0033291718002866. Epub 2018 Oct 11. PMID: 30306886.

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