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Results: 1 to 20 of 71

1.

Classification methods for the development of genomic signatures from high-dimensional data.

Moon H, Ahn H, Kodell RL, Lin CJ, Baek S, Chen JJ.

Genome Biol. 2006;7(12):R121.

PMID:
17181863
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

Ensemble methods for classification of patients for personalized medicine with high-dimensional data.

Moon H, Ahn H, Kodell RL, Baek S, Lin CJ, Chen JJ.

Artif Intell Med. 2007 Nov;41(3):197-207. Epub 2007 Aug 23.

PMID:
17719213
[PubMed - indexed for MEDLINE]
3.

Embracing the complexity of genomic data for personalized medicine.

West M, Ginsburg GS, Huang AT, Nevins JR.

Genome Res. 2006 May;16(5):559-66. Review.

PMID:
16651662
[PubMed - indexed for MEDLINE]
Free Article
4.

Towards integrated clinico-genomic models for personalized medicine: combining gene expression signatures and clinical factors in breast cancer outcomes prediction.

Nevins JR, Huang ES, Dressman H, Pittman J, Huang AT, West M.

Hum Mol Genet. 2003 Oct 15;12 Spec No 2:R153-7. Epub 2003 Aug 19. Review.

PMID:
12928487
[PubMed - indexed for MEDLINE]
Free Article
5.

Genomic strategies for personalized cancer therapy.

Garman KS, Nevins JR, Potti A.

Hum Mol Genet. 2007 Oct 15;16 Spec No. 2:R226-32. Review.

PMID:
17911165
[PubMed - indexed for MEDLINE]
Free Article
6.

[Genome-wide expression profiling as a clinical tool: are we there yet?].

Geyer FC, Decker T, Reis-Filho JS.

Pathologe. 2009 Mar;30(2):141-6. doi: 10.1007/s00292-008-1104-1. Review. German.

PMID:
19219435
[PubMed - indexed for MEDLINE]
7.

A new classification model with simple decision rule for discovering optimal feature gene pairs.

Li J, Tang X.

Comput Biol Med. 2007 Nov;37(11):1637-46. Epub 2007 May 7.

PMID:
17482157
[PubMed - indexed for MEDLINE]
8.

Genomic and personalized medicine: foundations and applications.

Ginsburg GS, Willard HF.

Transl Res. 2009 Dec;154(6):277-87. doi: 10.1016/j.trsl.2009.09.005. Epub 2009 Oct 1. Review.

PMID:
19931193
[PubMed - indexed for MEDLINE]
9.

A model-free ensemble method for class prediction with application to biomedical decision making.

Kodell RL, Pearce BA, Baek S, Moon H, Ahn H, Young JF, Chen JJ.

Artif Intell Med. 2009 Jul;46(3):267-76. doi: 10.1016/j.artmed.2008.11.001. Epub 2008 Dec 9.

PMID:
19081231
[PubMed - indexed for MEDLINE]
10.

Identifying high-dimensional biomarkers for personalized medicine via variable importance ranking.

Baek S, Moon H, Ahn H, Kodell RL, Lin CJ, Chen JJ.

J Biopharm Stat. 2008;18(5):853-68. doi: 10.1080/10543400802278023.

PMID:
18781521
[PubMed - indexed for MEDLINE]
11.

"Stemness" genomics law governs clinical behavior of human cancer: implications for decision making in disease management.

Glinsky GV.

J Clin Oncol. 2008 Jun 10;26(17):2846-53. doi: 10.1200/JCO.2008.17.0266. Review.

PMID:
18539963
[PubMed - indexed for MEDLINE]
Free Article
12.

Long-term outcome prediction by clinicopathological risk classification algorithms in node-negative breast cancer--comparison between Adjuvant!, St Gallen, and a novel risk algorithm used in the prospective randomized Node-Negative-Breast Cancer-3 (NNBC-3) trial.

Schmidt M, Victor A, Bratzel D, Boehm D, Cotarelo C, Lebrecht A, Siggelkow W, Hengstler JG, Elsässer A, Gehrmann M, Lehr HA, Koelbl H, von Minckwitz G, Harbeck N, Thomssen C.

Ann Oncol. 2009 Feb;20(2):258-64. doi: 10.1093/annonc/mdn590. Epub 2008 Sep 29.

PMID:
18824499
[PubMed - indexed for MEDLINE]
Free Article
13.

Comparison of prognostic gene expression signatures for breast cancer.

Haibe-Kains B, Desmedt C, Piette F, Buyse M, Cardoso F, Van't Veer L, Piccart M, Bontempi G, Sotiriou C.

BMC Genomics. 2008 Aug 21;9:394. doi: 10.1186/1471-2164-9-394.

PMID:
18717985
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

A comprehensive analysis of prognostic signatures reveals the high predictive capacity of the proliferation, immune response and RNA splicing modules in breast cancer.

Reyal F, van Vliet MH, Armstrong NJ, Horlings HM, de Visser KE, Kok M, Teschendorff AE, Mook S, van 't Veer L, Caldas C, Salmon RJ, van de Vijver MJ, Wessels LF.

Breast Cancer Res. 2008;10(6):R93. doi: 10.1186/bcr2192. Epub 2008 Nov 13.

PMID:
19014521
[PubMed - indexed for MEDLINE]
Free PMC Article
15.

Taking gene-expression profiling to the clinic: when will molecular signatures become relevant to patient care?

Sotiriou C, Piccart MJ.

Nat Rev Cancer. 2007 Jul;7(7):545-53. Review.

PMID:
17585334
[PubMed - indexed for MEDLINE]
16.

Comparing the characteristics of gene expression profiles derived by univariate and multivariate classification methods.

Zucknick M, Richardson S, Stronach EA.

Stat Appl Genet Mol Biol. 2008;7(1):Article7. doi: 10.2202/1544-6115.1307. Epub 2008 Feb 23.

PMID:
18312212
[PubMed - indexed for MEDLINE]
Free PMC Article
17.

Molecular prediction of the therapeutic response to neoadjuvant chemotherapy in breast cancer.

Nagasaki K, Miki Y.

Breast Cancer. 2008;15(2):117-20. doi: 10.1007/s12282-008-0031-6. Review.

PMID:
18274834
[PubMed - indexed for MEDLINE]
18.

Epigenetic mapping and functional analysis in a breast cancer metastasis model using whole-genome promoter tiling microarrays.

Rodenhiser DI, Andrews J, Kennette W, Sadikovic B, Mendlowitz A, Tuck AB, Chambers AF.

Breast Cancer Res. 2008;10(4):R62. doi: 10.1186/bcr2121. Epub 2008 Jul 18.

PMID:
18638373
[PubMed - indexed for MEDLINE]
Free PMC Article
19.

Tumor classification ranking from microarray data.

Hewett R, Kijsanayothin P.

BMC Genomics. 2008 Sep 16;9 Suppl 2:S21. doi: 10.1186/1471-2164-9-S2-S21.

PMID:
18831787
[PubMed - indexed for MEDLINE]
Free PMC Article
20.

Copy number alterations that predict metastatic capability of human breast cancer.

Zhang Y, Martens JW, Yu JX, Jiang J, Sieuwerts AM, Smid M, Klijn JG, Wang Y, Foekens JA.

Cancer Res. 2009 May 1;69(9):3795-801. doi: 10.1158/0008-5472.CAN-08-4596. Epub 2009 Mar 31.

PMID:
19336569
[PubMed - indexed for MEDLINE]
Free Article

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