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Page 1
Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains.
Gazula H, Rootes-Murdy K, Holla B, Basodi S, Zhang Z, Verner E, Kelly R, Murthy P, Chakrabarti A, Basu D, Bhagyalakshmi Nanjayya S, Lenin Singh R, Lourembam Singh R, Kalyanram K, Kartik K, Kalyanaraman K, Ghattu K, Kuriyan R, Kurpad SS, Barker GJ, Bharath RD, Desrivieres S, Purushottam M, Orfanos DP, Sharma E, Hickman M, Toledano M, Vaidya N, Banaschewski T, Bokde ALW, Flor H, Grigis A, Garavan H, Gowland P, Heinz A, Brühl R, Martinot JL, Paillére Martinot ML, Artiges E, Nees F, Paus T, Poustka L, Fröhner JH, Robinson L, Smolka MN, Walter H, Winterer J, Whelan R; IMAGEN Consortium; Turner JA, Sarwate AD, Plis SM, Benegal V, Schumann G, Calhoun VD. Gazula H, et al. Among authors: sarwate ad. Neuroinformatics. 2023 Apr;21(2):287-301. doi: 10.1007/s12021-022-09604-4. Epub 2022 Nov 25. Neuroinformatics. 2023. PMID: 36434478
Differentially Private Empirical Risk Minimization.
Chaudhuri K, Monteleoni C, Sarwate AD. Chaudhuri K, et al. Among authors: sarwate ad. J Mach Learn Res. 2011 Mar;12:1069-1109. J Mach Learn Res. 2011. PMID: 21892342 Free PMC article.
COINSTAC: Decentralizing the future of brain imaging analysis.
Ming J, Verner E, Sarwate A, Kelly R, Reed C, Kahleck T, Silva R, Panta S, Turner J, Plis S, Calhoun V. Ming J, et al. F1000Res. 2017 Aug 18;6:1512. doi: 10.12688/f1000research.12353.1. eCollection 2017. F1000Res. 2017. PMID: 29123643 Free PMC article.
Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis.
Gazula H, Holla B, Zhang Z, Xu J, Verner E, Kelly R, Jain S, Bharath RD, Barker GJ, Basu D, Chakrabarti A, Kalyanram K, Kumaran K, Singh L, Kuriyan R, Murthy P, Benega V, Plis SM, Sarwate AD, Turner JA, Schumann G, Calhoun VD. Gazula H, et al. Among authors: sarwate ad. Neuroinformatics. 2021 Oct;19(4):553-566. doi: 10.1007/s12021-020-09502-7. Epub 2021 Jan 18. Neuroinformatics. 2021. PMID: 33462781
Federated Analysis of Neuroimaging Data: A Review of the Field.
Rootes-Murdy K, Gazula H, Verner E, Kelly R, DeRamus T, Plis S, Sarwate A, Turner J, Calhoun V. Rootes-Murdy K, et al. Neuroinformatics. 2022 Apr;20(2):377-390. doi: 10.1007/s12021-021-09550-7. Epub 2021 Nov 22. Neuroinformatics. 2022. PMID: 34807353 Free PMC article. Review.
Decentralized Brain Age Estimation Using MRI Data.
Basodi S, Raja R, Ray B, Gazula H, Sarwate AD, Plis S, Liu J, Verner E, Calhoun VD. Basodi S, et al. Among authors: sarwate ad. Neuroinformatics. 2022 Oct;20(4):981-990. doi: 10.1007/s12021-022-09570-x. Epub 2022 Apr 5. Neuroinformatics. 2022. PMID: 35380365
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