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ComBat Harmonization: Empirical Bayes versus fully Bayes approaches.
Neuroimage Clin. 2023;39:103472. doi: 10.1016/j.nicl.2023.103472. Epub 2023 Jul 13.
Neuroimage Clin. 2023.
PMID: 37506457
Free PMC article.
MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data.
Torbati ME, Minhas DS, Laymon CM, Maillard P, Wilson JD, Chen CL, Crainiceanu CM, DeCarli CS, Hwang SJ, Tudorascu DL.
Torbati ME, et al.
Med Image Anal. 2023 Oct;89:102926. doi: 10.1016/j.media.2023.102926. Epub 2023 Aug 9.
Med Image Anal. 2023.
PMID: 37595405
Free PMC article.
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A multi-scanner neuroimaging data harmonization using RAVEL and ComBat.
Eshaghzadeh Torbati M, Minhas DS, Ahmad G, O'Connor EE, Muschelli J, Laymon CM, Yang Z, Cohen AD, Aizenstein HJ, Klunk WE, Christian BT, Hwang SJ, Crainiceanu CM, Tudorascu DL.
Eshaghzadeh Torbati M, et al.
Neuroimage. 2021 Dec 15;245:118703. doi: 10.1016/j.neuroimage.2021.118703. Epub 2021 Nov 1.
Neuroimage. 2021.
PMID: 34736996
Free PMC article.
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Multi-scanner Harmonization of Paired Neuroimaging Data via Structure Preserving Embedding Learning.
Torbati ME, Tudorascu DL, Minhas DS, Maillard P, DeCarli CS, Hwang SJ.
Torbati ME, et al.
IEEE Int Conf Comput Vis Workshops. 2021 Oct;2021:3277-3286. doi: 10.1109/ICCVW54120.2021.00367. Epub 2021 Nov 24.
IEEE Int Conf Comput Vis Workshops. 2021.
PMID: 34909551
Free PMC article.
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Application of Taxonomic Modeling to Microbiota Data Mining for Detection of Helminth Infection in Global Populations.
Torbati ME, Mitreva M, Gopalakrishnan V.
Torbati ME, et al.
Data (Basel). 2016 Dec;1(3):19. doi: 10.3390/data1030019. Epub 2016 Dec 13.
Data (Basel). 2016.
PMID: 28239609
Free PMC article.
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