Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject-level classification

Diffusion MRI studies consistently report group differences in white matter between individuals diagnosed with schizophrenia and healthy controls. Nevertheless, the abnormalities found at the group-level are often not observed at the individual level. Among the different approaches aiming to study w...

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Bibliographic Details
Main Authors:	Ben-Ari, R. (Author), Bouix, S. (Author), Buchanan, R.W (Author), Cetin-Karayumak, S. (Author), Cho, K.I.K (Author), Clementz, B.A (Author), Crow, T.J (Author), Elad, D. (Author), James, A. (Author), Keshavan, M.S (Author), Kubicki, M.R (Author), Lee, J. (Author), Lyall, A.E (Author), Malhotra, A.K (Author), Pasternak, O. (Author), Pearlson, G.D (Author), Rathi, Y. (Author), Schretlen, D.J (Author), Seitz-Holland, J. (Author), Shenton, M.E (Author), Sochen, N. (Author), Stegmayer, K. (Author), Sweeney, J.A (Author), Szeszko, P.R (Author), Tamminga, C.A (Author), Viher, P.V (Author), Voineskos, A.N (Author), Walther, S. (Author), Zhang, F. (Author)
Format:	Article
Language:	English
Published:	John Wiley and Sons Inc 2021
Subjects:	adult Adult Article classification classifier controlled study diagnostic imaging diffusion magnetic resonance imaging diffusion tensor imaging Diffusion Tensor Imaging diffusion weighted imaging disease simulation effect size female Female fractional anisotropy human Humans image processing machine learning Machine Learning major clinical study male Male middle aged Middle Aged Models, Theoretical neuroimaging pathology personalized medicine precision medicine Precision Medicine predictive value Predictive Value of Tests procedures schizophrenia Schizophrenia theoretical model white matter White Matter young adult Young Adult
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Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject-level classification

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