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Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data

MOTIVATION: Cancer subtype classification has the potential to significantly improve disease prognosis and develop individualized patient management. Existing methods are limited by their ability to handle extremely high-dimensional data and by the influence of misleading, irrelevant factors, result...

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Bibliografiske detaljer
Udgivet i:Bioinformatics
Main Authors: Chen, Runpu, Yang, Le, Goodison, Steve, Sun, Yijun
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8215925/
https://ncbi.nlm.nih.gov/pubmed/31603461
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz769
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