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DeepPhe - A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records

Precise phenotype information is needed to understand the effects of genetic and epigenetic changes on tumor behavior and responsiveness. Extraction and representation of cancer phenotypes is currently mostly performed manually making it difficult to correlate phenotypic data to genomic data. In add...

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Bibliografiske detaljer
Udgivet i:Cancer Res
Main Authors: Savova, Guergana K., Tseytlin, Eugene, Finan, Sean P., Castine, Melissa, Miller, Timothy A., Medvedeva, Olga P., Harris, David A., Hochheiser, Harry S., Lin, Chen, Chavan, Girish R., Jacobson, Rebecca S.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5690492/
https://ncbi.nlm.nih.gov/pubmed/29092954
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1158/0008-5472.CAN-17-0615
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