BIDIMENSIONAL LINKED MATRIX FACTORIZATION FOR PAN-OMICS PAN-CANCER ANALYSIS.
Cancer genomics
data integration
low-rank matrix factorization
missing data imputation
nuclear norm penalization
Journal
The annals of applied statistics
ISSN: 1932-6157
Titre abrégé: Ann Appl Stat
Pays: United States
ID NLM: 101479511
Informations de publication
Date de publication:
Mar 2022
Mar 2022
Historique:
entrez:
4
5
2022
pubmed:
5
5
2022
medline:
5
5
2022
Statut:
ppublish
Résumé
Several modern applications require the integration of multiple large data matrices that have shared rows and/or columns. For example, cancer studies that integrate multiple omics platforms across multiple types of cancer,
Identifiants
pubmed: 35505906
doi: 10.1214/21-AOAS1495
pmc: PMC9060567
mid: NIHMS1796648
doi:
Types de publication
Journal Article
Langues
eng
Pagination
193-215Subventions
Organisme : NIGMS NIH HHS
ID : R01 GM130622
Pays : United States
Organisme : NCI NIH HHS
ID : R21 CA231214
Pays : United States
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