Literature DB >> 11425001

Neural networks and disease association studies.

J Ott1.   

Abstract

After a brief introduction to neural networks, specific applications are proposed for the analysis of association between single nucleotide polymorphisms and putative disease genes in case-control studies.

Mesh：

Year:  2001        PMID： 11425001

Source DB:  PubMed          Journal:  Am J Med Genet        ISSN： 0148-7299


  14 in total

1.  Understanding the Evolutionary Process of Grammatical Evolution Neural Networks for Feature Selection in Genetic Epidemiology.

Authors:  Alison A Motsinger; David M Reif; Scott M Dudek; Marylyn D Ritchie
Journal:  Proc IEEE Symp Comput Intell Bioinforma Comput Biol       Date:  2006-09-28

2.  Machine learning for detecting gene-gene interactions: a review.

Authors:  Brett A McKinney; David M Reif; Marylyn D Ritchie; Jason H Moore
Journal:  Appl Bioinformatics       Date:  2006

3.  Voxelwise gene-wide association study (vGeneWAS): multivariate gene-based association testing in 731 elderly subjects.

Authors:  Derrek P Hibar; Jason L Stein; Omid Kohannim; Neda Jahanshad; Andrew J Saykin; Li Shen; Sungeun Kim; Nathan Pankratz; Tatiana Foroud; Matthew J Huentelman; Steven G Potkin; Clifford R Jack; Michael W Weiner; Arthur W Toga; Paul M Thompson
Journal:  Neuroimage       Date:  2011-04-08       Impact factor: 6.556

4.  Linkage Disequilibrium in Genetic Association Studies Improves the Performance of Grammatical Evolution Neural Networks.

Authors:  Alison A Motsinger; David M Reif; Theresa J Fanelli; Anna C Davis; Marylyn D Ritchie
Journal:  Proc IEEE Symp Comput Intell Bioinforma Comput Biol       Date:  2007-04-01

5.  DNA mismatch repair MSH2 gene-based SNP associated with different populations.

Authors:  Zainularifeen Abduljaleel; Faisal A Al-Allaf; Wajahatullah Khan; Mohammad Athar; Naiyer Shahzad; Mohiuddin M Taher; Mohammed Alanazi; Mohamed Elrobh; Narasimha P Reddy
Journal:  Mol Genet Genomics       Date:  2014-02-22       Impact factor: 3.291

6.  Initialization Parameter Sweep in ATHENA: Optimizing Neural Networks for Detecting Gene-Gene Interactions in the Presence of Small Main Effects.

Authors:  Emily R Holzinger; Carrie C Buchanan; Scott M Dudek; Eric C Torstenson; Stephen D Turner; Marylyn D Ritchie
Journal:  Genet Evol Comput Conf       Date:  2010

7.  Genetic association analyses of PHOX2B and ASCL1 in neuropsychiatric disorders: evidence for association of ASCL1 with Parkinson's disease.

Authors:  Masayuki Ide; Kazuo Yamada; Tomoko Toyota; Yoshimi Iwayama; Yuichi Ishitsuka; Yoshio Minabe; Kazuhiko Nakamura; Nobutaka Hattori; Takashi Asada; Yoshikuni Mizuno; Norio Mori; Takeo Yoshikawa
Journal:  Hum Genet       Date:  2005-07-14       Impact factor: 4.132

8.  Genetic Programming Neural Networks: A Powerful Bioinformatics Tool for Human Genetics.

Authors:  Marylyn D Ritchie; Alison A Motsinger; William S Bush; Christopher S Coffey; Jason H Moore
Journal:  Appl Soft Comput       Date:  2007-01       Impact factor: 6.725

9.  ATHENA: A knowledge-based hybrid backpropagation-grammatical evolution neural network algorithm for discovering epistasis among quantitative trait Loci.

Authors:  Stephen D Turner; Scott M Dudek; Marylyn D Ritchie
Journal:  BioData Min       Date:  2010-09-27       Impact factor: 2.522

10.  Neural networks for modeling gene-gene interactions in association studies.

Authors:  Frauke Günther; Nina Wawro; Karin Bammann
Journal:  BMC Genet       Date:  2009-12-23       Impact factor: 2.797
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