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Results: 1 to 20 of 105

1.

Independent component analysis-based classification of Alzheimer's disease MRI data.

Yang W, Lui RL, Gao JH, Chan TF, Yau ST, Sperling RA, Huang X.

J Alzheimers Dis. 2011;24(4):775-83. doi: 10.3233/JAD-2011-101371. Erratum in: J Alzheimers Dis. 2011;27(1):239.

PMID:
21321398
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

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.

PMID:
21718788
[PubMed - indexed for MEDLINE]
3.

Discrimination between Alzheimer's disease and mild cognitive impairment using SOM and PSO-SVM.

Yang ST, Lee JD, Chang TC, Huang CH, Wang JJ, Hsu WC, Chan HL, Wai YY, Li KY.

Comput Math Methods Med. 2013;2013:253670. doi: 10.1155/2013/253670. Epub 2013 May 7.

PMID:
23737859
[PubMed - indexed for MEDLINE]
Free PMC Article
4.

Classification of structural MRI images in Alzheimer's disease from the perspective of ill-posed problems.

Casanova R, Hsu FC, Espeland MA; Alzheimer's Disease Neuroimaging Initiative.

PLoS One. 2012;7(10):e44877. doi: 10.1371/journal.pone.0044877. Epub 2012 Oct 10.

PMID:
23071501
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease.

Wolz R, Julkunen V, Koikkalainen J, Niskanen E, Zhang DP, Rueckert D, Soininen H, Lötjönen J; Alzheimer's Disease Neuroimaging Initiative.

PLoS One. 2011;6(10):e25446. doi: 10.1371/journal.pone.0025446. Epub 2011 Oct 13.

PMID:
22022397
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

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.

PMID:
22008371
[PubMed - indexed for MEDLINE]
7.

Identification of conversion from mild cognitive impairment to Alzheimer's disease using multivariate predictors.

Cui Y, Liu B, Luo S, Zhen X, Fan M, Liu T, Zhu W, Park M, Jiang T, Jin JS; Alzheimer's Disease Neuroimaging Initiative.

PLoS One. 2011;6(7):e21896. doi: 10.1371/journal.pone.0021896. Epub 2011 Jul 21.

PMID:
21814561
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

Structural MRI biomarkers for preclinical and mild Alzheimer's disease.

Fennema-Notestine C, Hagler DJ Jr, McEvoy LK, Fleisher AS, Wu EH, Karow DS, Dale AM; Alzheimer's Disease Neuroimaging Initiative.

Hum Brain Mapp. 2009 Oct;30(10):3238-53. doi: 10.1002/hbm.20744.

PMID:
19277975
[PubMed - indexed for MEDLINE]
Free PMC Article
9.

Different multivariate techniques for automated classification of MRI data in Alzheimer's disease and mild cognitive impairment.

Aguilar C, Westman E, Muehlboeck JS, Mecocci P, Vellas B, Tsolaki M, Kloszewska I, Soininen H, Lovestone S, Spenger C, Simmons A, Wahlund LO.

Psychiatry Res. 2013 May 30;212(2):89-98. doi: 10.1016/j.pscychresns.2012.11.005. Epub 2013 Mar 29.

PMID:
23541334
[PubMed - indexed for MEDLINE]
10.

Ventricular enlargement as a possible measure of Alzheimer's disease progression validated using the Alzheimer's disease neuroimaging initiative database.

Nestor SM, Rupsingh R, Borrie M, Smith M, Accomazzi V, Wells JL, Fogarty J, Bartha R; Alzheimer's Disease Neuroimaging Initiative.

Brain. 2008 Sep;131(Pt 9):2443-54. doi: 10.1093/brain/awn146. Epub 2008 Jul 11.

PMID:
18669512
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

Machine Learning classification of MRI features of Alzheimer's disease and mild cognitive impairment subjects to reduce the sample size in clinical trials.

Escudero J, Zajicek JP, Ifeachor E; Alzheimer’s Disease Neuroimaging Initiative.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:7957-60. doi: 10.1109/IEMBS.2011.6091962.

PMID:
22256186
[PubMed - indexed for MEDLINE]
12.

Ensemble sparse classification of Alzheimer's disease.

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

Neuroimage. 2012 Apr 2;60(2):1106-16. doi: 10.1016/j.neuroimage.2012.01.055. Epub 2012 Jan 14.

PMID:
22270352
[PubMed - indexed for MEDLINE]
Free PMC Article
13.

Dimensionality reduced cortical features and their use in the classification of Alzheimer's disease and mild cognitive impairment.

Park H, Yang JJ, Seo J, Lee JM.

Neurosci Lett. 2012 Nov 7;529(2):123-7. doi: 10.1016/j.neulet.2012.09.011. Epub 2012 Sep 18.

PMID:
23000551
[PubMed - indexed for MEDLINE]
14.

Meta-analysis based SVM classification enables accurate detection of Alzheimer's disease across different clinical centers using FDG-PET and MRI.

Dukart J, Mueller K, Barthel H, Villringer A, Sabri O, Schroeter ML; Alzheimer's Disease Neuroimaging Initiative.

Psychiatry Res. 2013 Jun 30;212(3):230-6. doi: 10.1016/j.pscychresns.2012.04.007. Epub 2012 Nov 10.

PMID:
23149027
[PubMed - indexed for MEDLINE]
15.

Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns.

Wee CY, Yap PT, Shen D; Alzheimer's Disease Neuroimaging Initiative.

Hum Brain Mapp. 2013 Dec;34(12):3411-25. doi: 10.1002/hbm.22156. Epub 2012 Aug 28.

PMID:
22927119
[PubMed - indexed for MEDLINE]
16.

Automatic Prediction of Conversion from Mild Cognitive Impairment to Probable Alzheimer's Disease using Structural Magnetic Resonance Imaging.

Nho K, Shen L, Kim S, Risacher SL, West JD, Foroud T, Jack CR, Weiner MW, Saykin AJ.

AMIA Annu Symp Proc. 2010 Nov 13;2010:542-6.

PMID:
21347037
[PubMed - in process]
Free PMC Article
17.

Classification of diffusion tensor images for the early detection of Alzheimer's disease.

Lee W, Park B, Han K.

Comput Biol Med. 2013 Oct;43(10):1313-20. doi: 10.1016/j.compbiomed.2013.07.004. Epub 2013 Jul 15.

PMID:
24034721
[PubMed - indexed for MEDLINE]
18.

Identification of mild Alzheimer's disease through automated classification of structural MRI features.

Diciotti S, Ginestroni A, Bessi V, Giannelli M, Tessa C, Bracco L, Mascalchi M, Toschi N.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:428-31. doi: 10.1109/EMBC.2012.6345959.

PMID:
23365920
[PubMed - indexed for MEDLINE]
19.

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.

PMID:
19615450
[PubMed - indexed for MEDLINE]
Free PMC Article
20.

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.

PMID:
19961938
[PubMed - indexed for MEDLINE]
Free PMC Article

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