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4D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN).
IEEE Trans Cogn Dev Syst. 2020 Sep;12(3):451-460. doi: 10.1109/tcds.2019.2916916. Epub 2019 May 14.
IEEE Trans Cogn Dev Syst. 2020.
PMID: 33748420
Free PMC article.
Fast and scalable distributed deep convolutional autoencoder for fMRI big data analytics.
Makkie M, Huang H, Zhao Y, Vasilakos AV, Liu T.
Makkie M, et al.
Neurocomputing (Amst). 2019 Jan 24;325:20-30. doi: 10.1016/j.neucom.2018.09.066. Epub 2018 Oct 9.
Neurocomputing (Amst). 2019.
PMID: 31354187
Free PMC article.
Item in Clipboard
A Distributed Computing Platform for fMRI Big Data Analytics.
Makkie M, Li X, Quinn S, Lin B, Ye J, Mon G, Liu T.
Makkie M, et al.
IEEE Trans Big Data. 2019 Jun;5(2):109-119. doi: 10.1109/TBDATA.2018.2811508. Epub 2018 Mar 6.
IEEE Trans Big Data. 2019.
PMID: 31240237
Free PMC article.
Item in Clipboard
Constructing fine-granularity functional brain network atlases via deep convolutional autoencoder.
Zhao Y, Dong Q, Chen H, Iraji A, Li Y, Makkie M, Kou Z, Liu T.
Zhao Y, et al. Among authors: makkie m.
Med Image Anal. 2017 Dec;42:200-211. doi: 10.1016/j.media.2017.08.005. Epub 2017 Aug 18.
Med Image Anal. 2017.
PMID: 28843214
Free PMC article.
Item in Clipboard
Modeling Task fMRI Data Via Deep Convolutional Autoencoder.
Huang H, Hu X, Zhao Y, Makkie M, Dong Q, Zhao S, Guo L, Liu T.
Huang H, et al. Among authors: makkie m.
IEEE Trans Med Imaging. 2018 Jul;37(7):1551-1561. doi: 10.1109/TMI.2017.2715285. Epub 2017 Jun 15.
IEEE Trans Med Imaging. 2018.
PMID: 28641247
Item in Clipboard
HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI).
Makkie M, Zhao S, Jiang X, Lv J, Zhao Y, Ge B, Li X, Han J, Liu T.
Makkie M, et al.
Brain Inform. 2015 Dec;2(4):225-238. doi: 10.1007/s40708-015-0024-0. Epub 2015 Nov 27.
Brain Inform. 2015.
PMID: 27747565
Free PMC article.
Item in Clipboard
Signal sampling for efficient sparse representation of resting state FMRI data.
Ge B, Makkie M, Wang J, Zhao S, Jiang X, Li X, Lv J, Zhang S, Zhang W, Han J, Guo L, Liu T.
Ge B, et al. Among authors: makkie m.
Brain Imaging Behav. 2016 Dec;10(4):1206-1222. doi: 10.1007/s11682-015-9487-0.
Brain Imaging Behav. 2016.
PMID: 26646924
Free PMC article.
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The role of high-mannose and complex asparagine-linked glycans in the secretion and stability of glycoproteins.
Driouich A, Gonnet P, Makkie M, Laine AC, Faye L.
Driouich A, et al. Among authors: makkie m.
Planta. 1989 Dec;180(1):96-104. doi: 10.1007/BF02411415.
Planta. 1989.
PMID: 24201849
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