Genome-Wide Association Studies: Information Theoretic Limits of Reliable Learning

2018 IEEE International Symposium on Information Theory (ISIT) ◽

10.1109/isit.2018.8437798 ◽

2018 ◽

Author(s):

Behrooz Tahmasebi ◽

Mohammad Ali Maddah-Ali ◽

Abolfazl S. Motahari

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Information Theoretic ◽

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Information-theoretic identification of predictive SNPs and supervised visualization of genome-wide association studies

Nucleic Acids Research ◽

10.1093/nar/gkl520 ◽

2006 ◽

Vol 34 (14) ◽

pp. e101-e101 ◽

Author(s):

Kavitha Bhasi ◽

Li Zhang ◽

Daniel Brazeau ◽

Aidong Zhang ◽

Murali Ramanathan

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Information Theoretic ◽

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Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure

Computational Biology and Chemistry ◽

10.1016/j.compbiolchem.2014.01.005 ◽

2014 ◽

Vol 50 ◽

pp. 19-28 ◽

Author(s):

Sangseob Leem ◽

Hyun-hwan Jeong ◽

Jungseob Lee ◽

Kyubum Wee ◽

Kyung-Ah Sohn

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Epistatic Interactions ◽

Information Theoretic ◽

Fast Detection ◽

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Faculty Opinions recommendation of Evaluating coverage of genome-wide association studies.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.1043112.493030 ◽

2006 ◽

Author(s):

Pui-Yan Kwok

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

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Faculty Opinions recommendation of Optimal designs for two-stage genome-wide association studies.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.1087330.540352 ◽

2007 ◽

Author(s):

Jurg Ott

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Optimal Designs ◽

Genome Wide Association Studies ◽

Two Stage ◽

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Faculty Opinions recommendation of Powerful SNP-set analysis for case-control genome-wide association studies.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.4390968.4221068 ◽

2010 ◽

Author(s):

Daniel Weeks

Keyword(s):

Association Studies ◽

Case Control ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

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Faculty Opinions recommendation of Genome-wide association studies identify CHRNA5/3 and HTR4 in the development of airflow obstruction.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.717953700.793460100 ◽

2012 ◽

Author(s):

Gregory Hawkins ◽

Rebecca Slager

Keyword(s):

Association Studies ◽

Airflow Obstruction ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

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Faculty Opinions recommendation of Extremely low-coverage sequencing and imputation increases power for genome-wide association studies.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.717960893.793463835 ◽

2012 ◽

Author(s):

Nicola Mulder

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Genome Wide ◽

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Faculty Opinions recommendation of Genome-wide association studies of obesity and metabolic syndrome.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718250061.793491050 ◽

2014 ◽

Author(s):

Anke Hinney ◽

Anna-Lena Volckmar

Keyword(s):

Metabolic Syndrome ◽

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

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Faculty Opinions recommendation of Meta-Analysis of Genome-Wide Association Studies and Network Analysis-Based Integration with Gene Expression Data Identify New Suggestive Loci and Unravel a Wnt-Centric Network Associated with Dupuytren's Disease.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.726582766.793522025 ◽

2016 ◽

Author(s):

Rik Lories

Keyword(s):

Gene Expression ◽

Network Analysis ◽

Gene Expression Data ◽

Association Studies ◽

Meta Analysis ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Expression Data ◽

Dupuytren's Disease ◽

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Faculty Opinions recommendation of Genome-wide association studies of cancer: current insights and future perspectives.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.731989016.793545203 ◽

2018 ◽

Author(s):

Sharon Savage

Keyword(s):

Association Studies ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Future Perspectives ◽

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