Literature DB >> 11037328

Applications of neural networks for gene finding.

A Sherriff1, J Ott.   

Abstract

A basic description of artificial neural networks is given and applications of neural nets to problems in human gene mapping are discussed. Specifically, three data types are considered: (1) affected sibpair data for nonparametric linkage analysis, (2) case-control data for disequilibrium analysis based on genetic markers, and (3) family data with trait and marker phenotypes and possibly environmental effects.

Entities:  

Mesh:

Year:  2001        PMID: 11037328     DOI: 10.1016/s0065-2660(01)42029-3

Source DB:  PubMed          Journal:  Adv Genet        ISSN: 0065-2660            Impact factor:   1.944


  15 in total

1.  Generalized T2 test for genome association studies.

Authors:  Momiao Xiong; Jinying Zhao; Eric Boerwinkle
Journal:  Am J Hum Genet       Date:  2002-03-29       Impact factor: 11.025

2.  Automated detection of informative combined effects in genetic association studies of complex traits.

Authors:  Nadia Tahri-Daizadeh; David-Alexandre Tregouet; Viviane Nicaud; Nicolas Manuel; François Cambien; Laurence Tiret
Journal:  Genome Res       Date:  2003-08       Impact factor: 9.043

3.  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

4.  FastChi: an efficient algorithm for analyzing gene-gene interactions.

Authors:  Xiang Zhang; Fei Zou; Wei Wang
Journal:  Pac Symp Biocomput       Date:  2009

5.  Analysis of gene-gene interactions using gene-trait similarity regression.

Authors:  Xin Wang; Michael P Epstein; Jung-Ying Tzeng
Journal:  Hum Hered       Date:  2014-06-21       Impact factor: 0.444

6.  A parallel genetic algorithm to discover patterns in genetic markers that indicate predisposition to multifactorial disease.

Authors:  Tobias Rausch; Alun Thomas; Nicola J Camp; Lisa A Cannon-Albright; Julio C Facelli
Journal:  Comput Biol Med       Date:  2008-06-10       Impact factor: 4.589

7.  Identification of gene-gene interactions in the presence of missing data using the multifactor dimensionality reduction method.

Authors:  Junghyun Namkung; Robert C Elston; Jun-Mo Yang; Taesung Park
Journal:  Genet Epidemiol       Date:  2009-11       Impact factor: 2.135

8.  Prospects for whole genome linkage disequilibrium mapping in domestic dog breeds.

Authors:  Changbaig Hyun; Lucio J Filippich; Rod A Lea; Graeme Shepherd; Ian P Hughes; Lyn R Griffiths
Journal:  Mamm Genome       Date:  2003-09       Impact factor: 2.957

9.  A knowledge-based method for association studies on complex diseases.

Authors:  Alireza Nazarian; Heike Sichtig; Alberto Riva
Journal:  PLoS One       Date:  2012-09-06       Impact factor: 3.240

10.  Identification of multiple gene-gene interactions for ordinal phenotypes.

Authors:  Kyunga Kim; Min-Seok Kwon; Sohee Oh; Taesung Park
Journal:  BMC Med Genomics       Date:  2013-05-07       Impact factor: 3.063

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