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Harmonization of multi-site diffusion tensor imaging data.
Fortin JP, Parker D, Tunç B, Watanabe T, Elliott MA, Ruparel K, Roalf DR, Satterthwaite TD, Gur RC, Gur RE, Schultz RT, Verma R, Shinohara RT. Fortin JP, et al. Neuroimage. 2017 Nov 1;161:149-170. doi: 10.1016/j.neuroimage.2017.08.047. Epub 2017 Aug 18. Neuroimage. 2017. PMID: 28826946 Free PMC article.
Nonnegative decomposition of functional count data.
Backenroth D, Shinohara RT, Schrack JA, Goldsmith J. Backenroth D, et al. Biometrics. 2020 Dec;76(4):1273-1284. doi: 10.1111/biom.13220. Epub 2020 Feb 3. Biometrics. 2020. PMID: 31970756 Free PMC article.
Intensity warping for multisite MRI harmonization.
Wrobel J, Martin ML, Bakshi R, Calabresi PA, Elliot M, Roalf D, Gur RC, Gur RE, Henry RG, Nair G, Oh J, Papinutto N, Pelletier D, Reich DS, Rooney WD, Satterthwaite TD, Stern W, Prabhakaran K, Sicotte NL, Shinohara RT, Goldsmith J; NAIMS Cooperative. Wrobel J, et al. Neuroimage. 2020 Dec;223:117242. doi: 10.1016/j.neuroimage.2020.117242. Epub 2020 Aug 14. Neuroimage. 2020. PMID: 32798678 Free PMC article.
Fully Bayesian spectral methods for imaging data.
Reich BJ, Guinness J, Vandekar SN, Shinohara RT, Staicu AM. Reich BJ, et al. Biometrics. 2018 Jun;74(2):645-652. doi: 10.1111/biom.12782. Epub 2017 Sep 28. Biometrics. 2018. PMID: 28960245 Free PMC article.
Gradient Boosted Trees for Corrective Learning.
Oguz BU, Shinohara RT, Yushkevich PA, Oguz I. Oguz BU, et al. Mach Learn Med Imaging. 2017 Sep;10541:203-211. doi: 10.1007/978-3-319-67389-9_24. Epub 2017 Sep 7. Mach Learn Med Imaging. 2017. PMID: 30327797 Free PMC article.
30 results