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

Junghyun Namkung; Robert C. Elston; Jun-Mo Yang; Taesung Park

doi:10.1002/gepi.20416

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

Genetic Epidemiology ◽

10.1002/gepi.20416 ◽

2009 ◽

Vol 33 (7) ◽

pp. 646-656 ◽

Cited By ~ 18

Author(s):

Junghyun Namkung ◽

Robert C. Elston ◽

Jun-Mo Yang ◽

Taesung Park

Keyword(s):

Missing Data ◽

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

Odds ratio based multifactor-dimensionality reduction method for detecting gene-gene interactions

Bioinformatics ◽

10.1093/bioinformatics/btl557 ◽

2006 ◽

Vol 23 (1) ◽

pp. 71-76 ◽

Cited By ~ 97

Author(s):

Y. Chung ◽

S. Y. Lee ◽

R. C. Elston ◽

T. Park

Keyword(s):

Dimensionality Reduction ◽

Odds Ratio ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

Pair-Wise Multifactor Dimensionality Reduction Method to Detect Gene-Gene Interactions in A Case-Control Study

Human Heredity ◽

10.1159/000243155 ◽

2010 ◽

Vol 69 (1) ◽

pp. 60-70 ◽

Cited By ~ 10

Author(s):

H. He ◽

W.S. Oetting ◽

M.J. Brott ◽

S. Basu

Keyword(s):

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Case Control Study ◽

Case Control ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method ◽

Control Study

Download Full-text

Identification of Stearoyl-CoA Desaturase (SCD) Gene Interactions in Korean Native Cattle Based on the Multifactor-dimensionality Reduction Method

Asian-Australasian Journal of Animal Sciences ◽

10.5713/ajas.2013.13058 ◽

2013 ◽

Vol 26 (9) ◽

pp. 1218-1228 ◽

Cited By ~ 8

Author(s):

Dong-yep Oh ◽

Me-hyun Jin ◽

Yoon-seok Lee ◽

Jae-jung Ha ◽

Byung-ki Kim ◽

...

Keyword(s):

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Native Cattle ◽

Stearoyl Coa Desaturase ◽

Dimensionality Reduction Method

Download Full-text

An empirical fuzzy multifactor dimensionality reduction method for detecting gene-gene interactions

BMC Genomics ◽

10.1186/s12864-017-3496-x ◽

2017 ◽

Vol 18 (S2) ◽

Cited By ~ 15

Author(s):

Sangseob Leem ◽

Taesung Park

Keyword(s):

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

Log-linear model-based multifactor dimensionality reduction method to detect gene gene interactions

Bioinformatics ◽

10.1093/bioinformatics/btm396 ◽

2007 ◽

Vol 23 (19) ◽

pp. 2589-2595 ◽

Cited By ~ 62

Author(s):

S. Yeoun Lee ◽

Y. Chung ◽

R. C. Elston ◽

Y. Kim ◽

T. Park

Keyword(s):

Dimensionality Reduction ◽

Linear Model ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Model Based ◽

Multifactor Dimensionality Reduction Method ◽

Log Linear ◽

Dimensionality Reduction Method

Download Full-text

An extension of multifactor dimensionality reduction method for detecting gene-gene interactions with the survival time

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2014.25.5.1057 ◽

2014 ◽

Vol 25 (5) ◽

pp. 1057-1067 ◽

Cited By ~ 4

Author(s):

Jin Seok Oh ◽

Seung Yeoun Lee

Keyword(s):

Dimensionality Reduction ◽

Survival Time ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

Cluster-based multifactor dimensionality reduction method to identify gene-gene interactions for quantitative traits in genome-wide studies

2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2017.8217929 ◽

2017 ◽

Author(s):

Yoojung Lee ◽

Hyein Kim ◽

Taesung Park ◽

Mira Park

Keyword(s):

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Quantitative Traits ◽

Reduction Method ◽

Gene Interactions ◽

Genome Wide ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

An Efficient Survival Multifactor Dimensionality Reduction Method for Detecting Gene-Gene Interactions of Lung Cancer Onset Age

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2018.8621534 ◽

2018 ◽

Author(s):

Jennifer Luyapan ◽

Xuemei Ji ◽

Dakai Zhu ◽

Todd A. MacKenzie ◽

Christopher I. Amos ◽

...

Keyword(s):

Lung Cancer ◽

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Onset Age ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

A faster pedigree-based generalized multifactor dimensionality reduction method for detecting gene-gene interactions

Statistics and Its Interface ◽

10.4310/sii.2011.v4.n3.a4 ◽

2011 ◽

Vol 4 (3) ◽

pp. 295-304 ◽

Cited By ~ 6

Author(s):

Guo-Bo Chen ◽

Xiang-Yang Lou ◽

Jun Zhu

Keyword(s):

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text

A novel survival multifactor dimensionality reduction method for detecting gene–gene interactions with application to bladder cancer prognosis

Human Genetics ◽

10.1007/s00439-010-0905-5 ◽

2010 ◽

Vol 129 (1) ◽

pp. 101-110 ◽

Cited By ~ 38

Author(s):

Jiang Gui ◽

Jason H. Moore ◽

Karl T. Kelsey ◽

Carmen J. Marsit ◽

Margaret R. Karagas ◽

...

Keyword(s):

Bladder Cancer ◽

Dimensionality Reduction ◽

Multifactor Dimensionality Reduction ◽

Reduction Method ◽

Cancer Prognosis ◽

Gene Interactions ◽

Multifactor Dimensionality Reduction Method ◽

Dimensionality Reduction Method

Download Full-text