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Items: 1 to 20 of 109

1.

The Relevance Voxel Machine (RVoxM): a Bayesian method for image-based prediction.

Sabuncu MR, Van Leemput K.

Med Image Comput Comput Assist Interv. 2011;14(Pt 3):99-106.

2.

The relevance voxel machine (RVoxM): a self-tuning Bayesian model for informative image-based prediction.

Sabuncu MR, Van Leemput K; Alzheimer's Disease Neuroimaging Initiative.

IEEE Trans Med Imaging. 2012 Dec;31(12):2290-306. doi: 10.1109/TMI.2012.2216543. Epub 2012 Sep 19.

3.

Exploring predictive and reproducible modeling with the single-subject FIAC dataset.

Chen X, Pereira F, Lee W, Strother S, Mitchell T.

Hum Brain Mapp. 2006 May;27(5):452-61.

PMID:
16565951
4.

Longitudinal brain MRI analysis with uncertain registration.

Simpson IJ, Woolrich MW, Groves AR, Schnabel JA.

Med Image Comput Comput Assist Interv. 2011;14(Pt 2):647-54.

PMID:
21995084
5.

4-D generative model for PET/MRI reconstruction.

Pedemonte S, Bousse A, Hutton BF, Arridge S, Ourselin S.

Med Image Comput Comput Assist Interv. 2011;14(Pt 1):581-8.

PMID:
22003665
6.

Encoding probabilistic brain atlases using Bayesian inference.

Van Leemput K.

IEEE Trans Med Imaging. 2009 Jun;28(6):822-37. doi: 10.1109/TMI.2008.2010434. Epub 2008 Dec 9.

7.

A nonparametric bayesian approach to detecting spatial activation patterns in fMRI data.

Kim S, Smyth P, Stern H.

Med Image Comput Comput Assist Interv. 2006;9(Pt 2):217-24.

PMID:
17354775
8.

Harnessing graphics processing units for improved neuroimaging statistics.

Eklund A, Villani M, Laconte SM.

Cogn Affect Behav Neurosci. 2013 Sep;13(3):587-97. doi: 10.3758/s13415-013-0165-7.

PMID:
23625719
9.

Spatially aggregated multiclass pattern classification in functional MRI using optimally selected functional brain areas.

Zheng W, Ackley ES, Martínez-Ramón M, Posse S.

Magn Reson Imaging. 2013 Feb;31(2):247-61. doi: 10.1016/j.mri.2012.07.010. Epub 2012 Aug 16.

10.

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease.

Plant C, Teipel SJ, Oswald A, Böhm C, Meindl T, Mourao-Miranda J, Bokde AW, Hampel H, Ewers M.

Neuroimage. 2010 Mar;50(1):162-74. doi: 10.1016/j.neuroimage.2009.11.046. Epub 2009 Dec 2.

11.

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns.

De Martino F, Valente G, Staeren N, Ashburner J, Goebel R, Formisano E.

Neuroimage. 2008 Oct 15;43(1):44-58. doi: 10.1016/j.neuroimage.2008.06.037. Epub 2008 Jul 11.

PMID:
18672070
12.

Modular encoding and decoding models derived from bayesian canonical correlation analysis.

Fujiwara Y, Miyawaki Y, Kamitani Y.

Neural Comput. 2013 Apr;25(4):979-1005. doi: 10.1162/NECO_a_00423. Epub 2013 Jan 22.

PMID:
23339608
13.

Uncertainty driven probabilistic voxel selection for image registration.

Oreshkin BN, Arbel T.

IEEE Trans Med Imaging. 2013 Oct;32(10):1777-90. doi: 10.1109/TMI.2013.2264467. Epub 2013 May 21.

PMID:
23708789
14.

A Bayesian spatiotemporal model for very large data sets.

Harrison LM, Green GG.

Neuroimage. 2010 Apr 15;50(3):1126-41. doi: 10.1016/j.neuroimage.2009.12.042. Epub 2009 Dec 21.

PMID:
20026230
15.

Relevant feature set estimation with a knock-out strategy and random forests.

Ganz M, Greve DN, Fischl B, Konukoglu E; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2015 Nov 15;122:131-48. doi: 10.1016/j.neuroimage.2015.08.006. Epub 2015 Aug 10.

16.

A connectivity-based method for defining regions-of-interest in fMRI data.

Deleus F, Van Hulle MM.

IEEE Trans Image Process. 2009 Aug;18(8):1760-71. doi: 10.1109/TIP.2009.2021738. Epub 2009 May 2.

PMID:
19414287
17.

Using Copula distributions to support more accurate imaging-based diagnostic classifiers for neuropsychiatric disorders.

Bansal R, Hao X, Liu J, Peterson BS.

Magn Reson Imaging. 2014 Nov;32(9):1102-13. doi: 10.1016/j.mri.2014.07.011. Epub 2014 Aug 2.

18.
19.

Advanced medical image analysis.

Chen R, Wang Z, Zheng Y.

Comput Math Methods Med. 2014;2014:975372. doi: 10.1155/2014/975372. Epub 2014 Jul 1. No abstract available.

20.

Variational solution to the joint detection estimation of brain activity in fMRI.

Chaari L, Forbes F, Vincent T, Dojat M, Ciuciu P.

Med Image Comput Comput Assist Interv. 2011;14(Pt 2):260-8.

PMID:
21995037

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