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Items: 1 to 20 of 123

1.

Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks.

Hjelm RD, Calhoun VD, Salakhutdinov R, Allen EA, Adali T, Plis SM.

Neuroimage. 2014 Aug 1;96:245-60. doi: 10.1016/j.neuroimage.2014.03.048. Epub 2014 Mar 28.

2.

SACICA: a sparse approximation coefficient-based ICA model for functional magnetic resonance imaging data analysis.

Wang N, Zeng W, Chen L.

J Neurosci Methods. 2013 May 30;216(1):49-61. doi: 10.1016/j.jneumeth.2013.03.014. Epub 2013 Apr 4.

PMID:
23563324
3.

Separating 4D multi-task fMRI data of multiple subjects by independent component analysis with projection.

Long Z, Li R, Wen X, Jin Z, Chen K, Yao L.

Magn Reson Imaging. 2013 Jan;31(1):60-74. doi: 10.1016/j.mri.2012.06.034. Epub 2012 Aug 13.

PMID:
22898701
4.

Pattern classification of fMRI data: applications for analysis of spatially distributed cortical networks.

Yourganov G, Schmah T, Churchill NW, Berman MG, Grady CL, Strother SC.

Neuroimage. 2014 Aug 1;96:117-32. doi: 10.1016/j.neuroimage.2014.03.074. Epub 2014 Apr 4.

PMID:
24705202
5.

Contributive sources analysis: a measure of neural networks' contribution to brain activations.

Beldzik E, Domagalik A, Daselaar S, Fafrowicz M, Froncisz W, Oginska H, Marek T.

Neuroimage. 2013 Aug 1;76:304-12. doi: 10.1016/j.neuroimage.2013.03.014. Epub 2013 Mar 21.

PMID:
23523811
6.

Inferring group-wise consistent multimodal brain networks via multi-view spectral clustering.

Chen H, Li K, Zhu D, Zhang T, Jin C, Guo L, Li L, Liu T.

Med Image Comput Comput Assist Interv. 2012;15(Pt 3):297-304.

PMID:
23286143
7.

Anticorrelated networks in resting-state fMRI-BOLD data.

Liu Y, Huang L, Li M, Zhou Z, Hu D.

Biomed Mater Eng. 2015;26 Suppl 1:S1201-11. doi: 10.3233/BME-151417.

PMID:
26405879
8.

A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data.

Wu GR, Liao W, Stramaglia S, Ding JR, Chen H, Marinazzo D.

Med Image Anal. 2013 Apr;17(3):365-74. doi: 10.1016/j.media.2013.01.003. Epub 2013 Jan 29.

PMID:
23422254
9.

Generalized RAICAR: discover homogeneous subject (sub)groups by reproducibility of their intrinsic connectivity networks.

Yang Z, Zuo XN, Wang P, Li Z, LaConte SM, Bandettini PA, Hu XP.

Neuroimage. 2012 Oct 15;63(1):403-14. doi: 10.1016/j.neuroimage.2012.06.060. Epub 2012 Jul 9.

PMID:
22789741
10.

Optimization of fMRI-derived ROIs based on coherent functional interaction patterns.

Deng F, Zhu D, Liu T.

Med Image Comput Comput Assist Interv. 2012;15(Pt 3):214-22.

PMID:
23286133
11.

A SVM-based quantitative fMRI method for resting-state functional network detection.

Song X, Chen NK.

Magn Reson Imaging. 2014 Sep;32(7):819-31. doi: 10.1016/j.mri.2014.04.004. Epub 2014 Apr 13.

12.

Extracting brain regions from rest fMRI with total-variation constrained dictionary learning.

Abraham A, Dohmatob E, Thirion B, Samaras D, Varoquaux G.

Med Image Comput Comput Assist Interv. 2013;16(Pt 2):607-15.

PMID:
24579191
13.

A hierarchical model for probabilistic independent component analysis of multi-subject fMRI studies.

Guo Y, Tang L.

Biometrics. 2013 Dec;69(4):970-81. doi: 10.1111/biom.12068. Epub 2013 Aug 22.

14.

Multi-subject brain decoding with multi-task feature selection.

Wang L, Tang X, Liu W, Peng Y, Gao T, Xu Y.

Biomed Mater Eng. 2014;24(6):2987-94. doi: 10.3233/BME-141119.

PMID:
25227006
15.

Fractal analysis of spontaneous fluctuations of the BOLD signal in the human brain networks.

Li YC, Huang YA.

J Magn Reson Imaging. 2014 May;39(5):1118-25. doi: 10.1002/jmri.24274. Epub 2013 Sep 11.

PMID:
24027126
16.

Unsupervised learning of functional network dynamics in resting state fMRI.

Eavani H, Satterthwaite TD, Gur RE, Gur RC, Davatzikos C.

Inf Process Med Imaging. 2013;23:426-37.

17.

Group-wise FMRI activation detection on corresponding cortical landmarks.

Lv J, Zhu D, Hu X, Zhang X, Zhang T, Han J, Guo L, Liu T.

Med Image Comput Comput Assist Interv. 2013;16(Pt 2):665-73.

PMID:
24579198
18.

Probabilistic framework for brain connectivity from functional MR images.

Rajapakse JC, Wang Y, Zheng X, Zhou J.

IEEE Trans Med Imaging. 2008 Jun;27(6):825-33. doi: 10.1109/TMI.2008.915672.

PMID:
18541489
19.

Representational power of restricted boltzmann machines and deep belief networks.

Le Roux N, Bengio Y.

Neural Comput. 2008 Jun;20(6):1631-49. doi: 10.1162/neco.2008.04-07-510.

PMID:
18254699
20.

Decoding the encoding of functional brain networks: An fMRI classification comparison of non-negative matrix factorization (NMF), independent component analysis (ICA), and sparse coding algorithms.

Xie J, Douglas PK, Wu YN, Brody AL, Anderson AE.

J Neurosci Methods. 2017 Apr 15;282:81-94. doi: 10.1016/j.jneumeth.2017.03.008. Epub 2017 Mar 18.

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