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Constructing endophenotypes of complex diseases using non-negative matrix factorization and adjusted...

Constructing endophenotypes of complex diseases using non-negative matrix factorization and adjusted...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_1348121942

Constructing endophenotypes of complex diseases using non-negative matrix factorization and adjusted rand index

About this item

Full title

Constructing endophenotypes of complex diseases using non-negative matrix factorization and adjusted rand index

Publisher

United States: Public Library of Science

Journal title

PloS one, 2012-07, Vol.7 (7), p.e40996-e40996

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

Complex diseases are typically caused by combinations of molecular disturbances that vary widely among different patients. Endophenotypes, a combination of genetic factors associated with a disease, offer a simplified approach to dissect complex trait by reducing genetic heterogeneity. Because molecular dissimilarities often exist between patients...

Alternative Titles

Full title

Constructing endophenotypes of complex diseases using non-negative matrix factorization and adjusted rand index

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_1348121942

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_1348121942

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0040996

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