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Neural networks for genetic epidemiology: past, present, and future.

Motsinger-Reif AA, Ritchie MD.

BioData Min. 2008 Jul 17;1(1):3.PMID: 18822147 [PubMed - in process]Related articlesFree article

Comparison of approaches for machine-learning optimization of neural networks for detecting gene-gene interactions in genetic epidemiology.

Motsinger-Reif AA, Dudek SM, Hahn LW, Ritchie MD.

Genet Epidemiol. 2008 May;32(4):325-40.PMID: 18265411 [PubMed - indexed for MEDLINE]Related articles

Exploring epistasis in candidate genes for rheumatoid arthritis.

Ritchie MD, Bartlett J, Bush WS, Edwards TL, Motsinger AA, Torstenson ES.

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The use of artificial neural networks in biomedical technologies: an introduction.

Alvager T, Smith TJ, Vijai F.

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Data mining and computationally intensive methods: summary of Group 7 contributions to Genetic Analysis Workshop 13.

Costello TJ, Falk CT, Ye KQ.

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Data mining, neural nets, trees--problems 2 and 3 of Genetic Analysis Workshop 15.

Ziegler A, DeStefano AL, König IR, Bardel C, Brinza D, Bull S, Cai Z, Glaser B, Jiang W, Lee KE, Li CX, Li J, Li X, Majoram P, Meng Y, Nicodemus KK, Platt A, Schwarz DF, Shi W, Shugart YY, Stassen HH, Sun YV, Won S, Wang W, Wahba G, Zagaar UA, Zhao Z.

Genet Epidemiol. 2007;31 Suppl 1:S51-60.PMID: 18046765 [PubMed - indexed for MEDLINE]Related articles

An introduction to artificial neural networks in bioinformatics--application to complex microarray and mass spectrometry datasets in cancer studies.

Lancashire LJ, Lemetre C, Ball GR.

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Applications of the estimating equations theory to genetic epidemiology: a review.

Tregouet DA, Tiret L.

Ann Hum Genet. 2000 Jan;64(Pt 1):1-14. Review.PMID: 11388891 [PubMed - indexed for MEDLINE]Related articles

A comparison of analytical methods for genetic association studies.

Motsinger-Reif AA, Reif DM, Fanelli TJ, Ritchie MD.

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A tutorial in genetic epidemiology and some considerations in statistical modeling.

Suárez E, Sariol CA, Burguete A, Mclachlan G.

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The human genome and understanding of common disease: present and future technologies.

McKinney C, Merriman TR.

Cell Mol Life Sci. 2007 Apr;64(7-8):961-78.PMID: 17322987 [PubMed - indexed for MEDLINE]Related articles

Methods for meta-analysis in genetic association studies: a review of their potential and pitfalls.

Kavvoura FK, Ioannidis JP.

Hum Genet. 2008 Feb;123(1):1-14. Epub 2007 Nov 17. Review.PMID: 18026754 [PubMed - indexed for MEDLINE]Related articles

Application of neural networks to pharmacodynamics.

Veng-Pedersen P, Modi NB.

J Pharm Sci. 1993 Sep;82(9):918-26.PMID: 8229690 [PubMed - indexed for MEDLINE]Related articles

Human migrations and population structure: what we know and why it matters.

Goldstein DB, Chikhi L.

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Power of grammatical evolution neural networks to detect gene-gene interactions in the presence of error.

Motsinger-Reif AA, Fanelli TJ, Davis AC, Ritchie MD.

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The challenge for genetic epidemiologists: how to analyze large numbers of SNPs in relation to complex diseases.

Heidema AG, Boer JM, Nagelkerke N, Mariman EC, van der A DL, Feskens EJ.

BMC Genet. 2006 Apr 21;7:23.PMID: 16630340 [PubMed]Related articlesFree article

Genome-wide association studies: quality control and population-based measures.

Ziegler A.

Genet Epidemiol. 2009;33 Suppl 1:S45-50.PMID: 19924716 [PubMed - in process]Related articles

[Computational biology strategy for identification of complex disease genes]

Wang M, Zhang S, Huang QY.

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Genome-wide association studies, field synopses, and the development of the knowledge base on genetic variation and human diseases.

Khoury MJ, Bertram L, Boffetta P, Butterworth AS, Chanock SJ, Dolan SM, Fortier I, Garcia-Closas M, Gwinn M, Higgins JP, Janssens AC, Ostell J, Owen RP, Pagon RA, Rebbeck TR, Rothman N, Bernstein JL, Burton PR, Campbell H, Chockalingam A, Furberg H, Little J, O'Brien TR, Seminara D, Vineis P, Winn DM, Yu W, Ioannidis JP.

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Genetic susceptibility to infectious diseases: big is beautiful, but will bigger be even better?

Burgner D, Jamieson SE, Blackwell JM.

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