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A novel framework for horizontal and vertical data integration in cancer studies with application to survival time prediction models

BACKGROUND: Recently high-throughput technologies have been massively used alongside clinical tests to study various types of cancer. Data generated in such large-scale studies are heterogeneous, of different types and formats. With lack of effective integration strategies novel models are necessary...

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Détails bibliographiques
Publié dans:Biol Direct
Auteurs principaux: Mihaylov, Iliyan, Kańduła, Maciej, Krachunov, Milko, Vassilev, Dimitar
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6868770/
https://ncbi.nlm.nih.gov/pubmed/31752974
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13062-019-0249-6
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