Data Mining Approaches for Genomic Biomarker Development: Applications Using Drug Screening Data from the Cancer Genome Project and the Cancer Cell Line Encyclopedia

David G. Covell

doi:10.1371/journal.pone.0127433

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Open Access

Peer-reviewed

Research Article

Data Mining Approaches for Genomic Biomarker Development: Applications Using Drug Screening Data from the Cancer Genome Project and the Cancer Cell Line Encyclopedia

David G. Covell

* E-mail: covelld@mail.nih.gov

Affiliation Screening Technologies Branch, Developmental Therapeutics Program, National Cancer Institute, Frederick, Maryland, United States of America
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Data Mining Approaches for Genomic Biomarker Development: Applications Using Drug Screening Data from the Cancer Genome Project and the Cancer Cell Line Encyclopedia

David G. Covell

Published: July 1, 2015
https://doi.org/10.1371/journal.pone.0127433

About the Authors

David G. Covell

* E-mail: covelld@mail.nih.gov

Affiliation Screening Technologies Branch, Developmental Therapeutics Program, National Cancer Institute, Frederick, Maryland, United States of America

Competing Interests

The author has declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: DGC. Performed the experiments: DGC. Analyzed the data: DGC. Contributed reagents/materials/analysis tools: DGC. Wrote the paper: DGC.

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Biomarkers
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Gene expression
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Cancer genomics
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Hierarchical clustering
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Cancers and neoplasms
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Data mining
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Drug research and development
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Homeobox
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