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Graph Convolutional Networks Reveal Network-Level Functional Dysconnectivity in Schizophrenia.
Lei D, Qin K, Pinaya WHL, Young J, Van Amelsvoort T, Marcelis M, Donohoe G, Mothersill DO, Corvin A, Vieira S, Lui S, Scarpazza C, Arango C, Bullmore E, Gong Q, McGuire P, Mechelli A. Lei D, et al. Among authors: pinaya whl. Schizophr Bull. 2022 Jun 21;48(4):881-892. doi: 10.1093/schbul/sbac047. Schizophr Bull. 2022. PMID: 35569019 Free PMC article.
Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual.
Lei D, Pinaya WHL, Young J, van Amelsvoort T, Marcelis M, Donohoe G, Mothersill DO, Corvin A, Vieira S, Huang X, Lui S, Scarpazza C, Arango C, Bullmore E, Gong Q, McGuire P, Mechelli A. Lei D, et al. Among authors: pinaya whl. Hum Brain Mapp. 2020 Apr 1;41(5):1119-1135. doi: 10.1002/hbm.24863. Epub 2019 Nov 18. Hum Brain Mapp. 2020. PMID: 31737978 Free PMC article.
Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence.
Vieira S, Gong QY, Pinaya WHL, Scarpazza C, Tognin S, Crespo-Facorro B, Tordesillas-Gutierrez D, Ortiz-García V, Setien-Suero E, Scheepers FE, Van Haren NEM, Marques TR, Murray RM, David A, Dazzan P, McGuire P, Mechelli A. Vieira S, et al. Among authors: pinaya whl. Schizophr Bull. 2020 Jan 4;46(1):17-26. doi: 10.1093/schbul/sby189. Schizophr Bull. 2020. PMID: 30809667 Free PMC article.
Detecting schizophrenia at the level of the individual: relative diagnostic value of whole-brain images, connectome-wide functional connectivity and graph-based metrics.
Lei D, Pinaya WHL, van Amelsvoort T, Marcelis M, Donohoe G, Mothersill DO, Corvin A, Gill M, Vieira S, Huang X, Lui S, Scarpazza C, Young J, Arango C, Bullmore E, Qiyong G, McGuire P, Mechelli A. Lei D, et al. Among authors: pinaya whl. Psychol Med. 2020 Aug;50(11):1852-1861. doi: 10.1017/S0033291719001934. Epub 2019 Aug 8. Psychol Med. 2020. PMID: 31391132 Free PMC article.
33 results