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Automatic ROI selection in structural brain MRI using SOM 3D projection.

Ortiz A, Górriz JM, Ramírez J, Martinez-Murcia FJ; Alzheimer's Disease Neuroimaging Initiative..

PLoS One. 2014 Apr 11;9(4):e93851. doi: 10.1371/journal.pone.0093851. eCollection 2014.


Locally linear embedding (LLE) for MRI based Alzheimer's disease classification.

Liu X, Tosun D, Weiner MW, Schuff N; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage. 2013 Dec;83:148-57. doi: 10.1016/j.neuroimage.2013.06.033. Epub 2013 Jun 21.


Predictive Models Based on Support Vector Machines: Whole-Brain versus Regional Analysis of Structural MRI in the Alzheimer's Disease.

Retico A, Bosco P, Cerello P, Fiorina E, Chincarini A, Fantacci ME.

J Neuroimaging. 2015 Jul-Aug;25(4):552-63. doi: 10.1111/jon.12163. Epub 2014 Oct 7.


A novel method for early diagnosis of Alzheimer's disease based on pseudo Zernike moment from structural MRI.

Gorji HT, Haddadnia J.

Neuroscience. 2015 Oct 1;305:361-71. doi: 10.1016/j.neuroscience.2015.08.013. Epub 2015 Aug 8. Erratum in: Neuroscience. 2015 Dec 3;310():751.


Multimodal classification of Alzheimer's disease and mild cognitive impairment.

Zhang D, Wang Y, Zhou L, Yuan H, Shen D; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage. 2011 Apr 1;55(3):856-67. doi: 10.1016/j.neuroimage.2011.01.008. Epub 2011 Jan 12.


Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects.

Moradi E, Pepe A, Gaser C, Huttunen H, Tohka J; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage. 2015 Jan 1;104:398-412. doi: 10.1016/j.neuroimage.2014.10.002. Epub 2014 Oct 12.


Fuzzy Computer-Aided Alzheimer's Disease Diagnosis Based on MRI Data.

Krashenyi I, Ramírez J, Popov A, Górriz JM, The Alzheimer's Disease Neuroimaging Initiative.

Curr Alzheimer Res. 2016;13(5):545-56.


An evaluation of volume-based morphometry for prediction of mild cognitive impairment and Alzheimer's disease.

Schmitter D, Roche A, Maréchal B, Ribes D, Abdulkadir A, Bach-Cuadra M, Daducci A, Granziera C, Klöppel S, Maeder P, Meuli R, Krueger G; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage Clin. 2014 Nov 8;7:7-17. doi: 10.1016/j.nicl.2014.11.001. eCollection 2015.


Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex.

Ben Ahmed O, Mizotin M, Benois-Pineau J, Allard M, Catheline G, Ben Amar C; Alzheimer's Disease Neuroimaging Initiative..

Comput Med Imaging Graph. 2015 Sep;44:13-25. doi: 10.1016/j.compmedimag.2015.04.007. Epub 2015 May 19.


Manifold population modeling as a neuro-imaging biomarker: application to ADNI and ADNI-GO.

Guerrero R, Wolz R, Rao AW, Rueckert D; Alzheimer's Disease Neuroimaging Initiative (ADNI)..

Neuroimage. 2014 Jul 1;94:275-86. doi: 10.1016/j.neuroimage.2014.03.036. Epub 2014 Mar 21.


Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data.

Cho Y, Seong JK, Jeong Y, Shin SY; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage. 2012 Feb 1;59(3):2217-30. doi: 10.1016/j.neuroimage.2011.09.085. Epub 2011 Oct 8.


Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: an ADNI study of 515 subjects.

Hua X, Lee S, Yanovsky I, Leow AD, Chou YY, Ho AJ, Gutman B, Toga AW, Jack CR Jr, Bernstein MA, Reiman EM, Harvey DJ, Kornak J, Schuff N, Alexander GE, Weiner MW, Thompson PM; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage. 2009 Dec;48(4):668-81. doi: 10.1016/j.neuroimage.2009.07.011. Epub 2009 Jul 14.


Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

Misra C, Fan Y, Davatzikos C.

Neuroimage. 2009 Feb 15;44(4):1415-22. doi: 10.1016/j.neuroimage.2008.10.031. Epub 2008 Nov 5.


View-centralized multi-atlas classification for Alzheimer's disease diagnosis.

Liu M, Zhang D, Shen D; Alzheimer's Disease Neuroimaging Initiative..

Hum Brain Mapp. 2015 May;36(5):1847-65. doi: 10.1002/hbm.22741. Epub 2015 Jan 27.


Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis.

Liu M, Zhang D, Shen D; Alzheimer's Disease Neuroimaging Initiative..

Hum Brain Mapp. 2014 Apr;35(4):1305-19. doi: 10.1002/hbm.22254. Epub 2013 Feb 18.


Segmentation and volumetric analysis of the caudate nucleus in Alzheimer's disease.

Jiji S, Smitha KA, Gupta AK, Pillai VP, Jayasree RS.

Eur J Radiol. 2013 Sep;82(9):1525-30. doi: 10.1016/j.ejrad.2013.03.012. Epub 2013 May 7.


Hierarchical anatomical brain networks for MCI prediction: revisiting volumetric measures.

Zhou L, Wang Y, Li Y, Yap PT, Shen D; Alzheimer's Disease Neuroimaging Initiative (ADNI)..

PLoS One. 2011;6(7):e21935. doi: 10.1371/journal.pone.0021935. Epub 2011 Jul 19.


Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease.

Chincarini A, Bosco P, Calvini P, Gemme G, Esposito M, Olivieri C, Rei L, Squarcia S, Rodriguez G, Bellotti R, Cerello P, De Mitri I, Retico A, Nobili F; Alzheimer's Disease Neuroimaging Initiative..

Neuroimage. 2011 Sep 15;58(2):469-80. doi: 10.1016/j.neuroimage.2011.05.083. Epub 2011 Jun 16.


Diagnostic classification of arterial spin labeling and structural MRI in presenile early stage dementia.

Bron EE, Steketee RM, Houston GC, Oliver RA, Achterberg HC, Loog M, van Swieten JC, Hammers A, Niessen WJ, Smits M, Klein S; Alzheimer's Disease Neuroimaging Initiative..

Hum Brain Mapp. 2014 Sep;35(9):4916-31. doi: 10.1002/hbm.22522. Epub 2014 Apr 3.


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