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Identifying dynamic functional connectivity biomarkers using GIG-ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder.
Du Y, Pearlson GD, Lin D, Sui J, Chen J, Salman M, Tamminga CA, Ivleva EI, Sweeney JA, Keshavan MS, Clementz BA, Bustillo J, Calhoun VD. Du Y, et al. Among authors: salman m. Hum Brain Mapp. 2017 May;38(5):2683-2708. doi: 10.1002/hbm.23553. Epub 2017 Mar 10. Hum Brain Mapp. 2017. PMID: 28294459 Free PMC article.
Group ICA for identifying biomarkers in schizophrenia: 'Adaptive' networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression.
Salman MS, Du Y, Lin D, Fu Z, Fedorov A, Damaraju E, Sui J, Chen J, Mayer AR, Posse S, Mathalon DH, Ford JM, Van Erp T, Calhoun VD. Salman MS, et al. Neuroimage Clin. 2019;22:101747. doi: 10.1016/j.nicl.2019.101747. Epub 2019 Mar 5. Neuroimage Clin. 2019. PMID: 30921608 Free PMC article.
Parallel group ICA+ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia.
Qi S, Sui J, Chen J, Liu J, Jiang R, Silva R, Iraji A, Damaraju E, Salman M, Lin D, Fu Z, Zhi D, Turner JA, Bustillo J, Ford JM, Mathalon DH, Voyvodic J, McEwen S, Preda A, Belger A, Potkin SG, Mueller BA, Adali T, Calhoun VD. Qi S, et al. Among authors: salman m. Hum Brain Mapp. 2019 Sep;40(13):3795-3809. doi: 10.1002/hbm.24632. Epub 2019 May 16. Hum Brain Mapp. 2019. PMID: 31099151 Free PMC article.
NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders.
Du Y, Fu Z, Sui J, Gao S, Xing Y, Lin D, Salman M, Abrol A, Rahaman MA, Chen J, Hong LE, Kochunov P, Osuch EA, Calhoun VD; Alzheimer's Disease Neuroimaging Initiative. Du Y, et al. Among authors: salman m. Neuroimage Clin. 2020;28:102375. doi: 10.1016/j.nicl.2020.102375. Epub 2020 Aug 11. Neuroimage Clin. 2020. PMID: 32961402 Free PMC article.
1,317 results