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Results: 15

1.

Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort.

Wang H, Nie F, Huang H, Kim S, Nho K, Risacher SL, Saykin AJ, Shen L; Alzheimer's Disease Neuroimaging Initiative.

Bioinformatics. 2012 Jan 15;28(2):229-37. doi: 10.1093/bioinformatics/btr649. Epub 2011 Dec 6.

PMID:
22155867
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

Identifying AD-sensitive and cognition-relevant imaging biomarkers via joint classification and regression.

Wang H, Nie F, Huang H, Risacher S, Saykin AJ, Shen L; ADNI.

Med Image Comput Comput Assist Interv. 2011;14(Pt 3):115-23.

PMID:
22003691
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Sparse bayesian learning for identifying imaging biomarkers in AD prediction.

Shen L, Qi Y, Kim S, Nho K, Wan J, Risacher SL, Saykin AJ; ADNI.

Med Image Comput Comput Assist Interv. 2010;13(Pt 3):611-8.

PMID:
20879451
[PubMed - indexed for MEDLINE]
Free PMC Article
4.

L2-norm multiple kernel learning and its application to biomedical data fusion.

Yu S, Falck T, Daemen A, Tranchevent LC, Suykens JA, De Moor B, Moreau Y.

BMC Bioinformatics. 2010 Jun 8;11:309. doi: 10.1186/1471-2105-11-309.

PMID:
20529363
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims, progress, and plans.

Saykin AJ, Shen L, Foroud TM, Potkin SG, Swaminathan S, Kim S, Risacher SL, Nho K, Huentelman MJ, Craig DW, Thompson PM, Stein JL, Moore JH, Farrer LA, Green RC, Bertram L, Jack CR Jr, Weiner MW; Alzheimer's Disease Neuroimaging Initiative.

Alzheimers Dement. 2010 May;6(3):265-73. doi: 10.1016/j.jalz.2010.03.013.

PMID:
20451875
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease.

Stonnington CM, Chu C, Klöppel S, Jack CR Jr, Ashburner J, Frackowiak RS; Alzheimer Disease Neuroimaging Initiative.

Neuroimage. 2010 Jul 15;51(4):1405-13. doi: 10.1016/j.neuroimage.2010.03.051. Epub 2010 Mar 25.

PMID:
20347044
[PubMed - indexed for MEDLINE]
Free PMC Article
7.

Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort.

Shen L, Kim S, Risacher SL, Nho K, Swaminathan S, West JD, Foroud T, Pankratz N, Moore JH, Sloan CD, Huentelman MJ, Craig DW, Dechairo BM, Potkin SG, Jack CR Jr, Weiner MW, Saykin AJ; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2010 Nov 15;53(3):1051-63. doi: 10.1016/j.neuroimage.2010.01.042. Epub 2010 Jan 25.

PMID:
20100581
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

A general and unifying framework for feature construction, in image-based pattern classification.

Batmanghelich N, Taskar B, Davatzikos C.

Inf Process Med Imaging. 2009;21:423-34.

PMID:
19694282
[PubMed - indexed for MEDLINE]
9.

Associations between cognitive, functional, and FDG-PET measures of decline in AD and MCI.

Landau SM, Harvey D, Madison CM, Koeppe RA, Reiman EM, Foster NL, Weiner MW, Jagust WJ; Alzheimer's Disease Neuroimaging Initiative.

Neurobiol Aging. 2011 Jul;32(7):1207-18. doi: 10.1016/j.neurobiolaging.2009.07.002. Epub 2009 Aug 5.

PMID:
19660834
[PubMed - indexed for MEDLINE]
Free PMC Article
10.

Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset.

Hinrichs C, Singh V, Mukherjee L, Xu G, Chung MK, Johnson SC; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2009 Oct 15;48(1):138-49. doi: 10.1016/j.neuroimage.2009.05.056. Epub 2009 May 27.

PMID:
19481161
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

Multi-modal imaging predicts memory performance in normal aging and cognitive decline.

Walhovd KB, Fjell AM, Dale AM, McEvoy LK, Brewer J, Karow DS, Salmon DP, Fennema-Notestine C; Alzheimer's Disease Neuroimaging Initiative.

Neurobiol Aging. 2010 Jul;31(7):1107-21. doi: 10.1016/j.neurobiolaging.2008.08.013. Epub 2008 Oct 5.

PMID:
18838195
[PubMed - indexed for MEDLINE]
Free PMC Article
12.

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline.

Fan Y, Batmanghelich N, Clark CM, Davatzikos C; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2008 Feb 15;39(4):1731-43. Epub 2007 Nov 1.

PMID:
18053747
[PubMed - indexed for MEDLINE]
Free PMC Article
13.

Sparse multinomial logistic regression: fast algorithms and generalization bounds.

Krishnapuram B, Carin L, Figueiredo MA, Hartemink AJ.

IEEE Trans Pattern Anal Mach Intell. 2005 Jun;27(6):957-68.

PMID:
15943426
[PubMed - indexed for MEDLINE]
14.

Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain.

Fischl B, Salat DH, Busa E, Albert M, Dieterich M, Haselgrove C, van der Kouwe A, Killiany R, Kennedy D, Klaveness S, Montillo A, Makris N, Rosen B, Dale AM.

Neuron. 2002 Jan 31;33(3):341-55.

PMID:
11832223
[PubMed - indexed for MEDLINE]
Free Article
15.

Voxel-based morphometry--the methods.

Ashburner J, Friston KJ.

Neuroimage. 2000 Jun;11(6 Pt 1):805-21. Review.

PMID:
10860804
[PubMed - indexed for MEDLINE]

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