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Using Naïve Bayesian Analysis to Determine Imaging Characteristics of KRAS Mutations in Metastatic Colon Cancer

Genotype, particularly Ras status, greatly affects prognosis and treatment of liver metastasis in colon cancer patients. This pilot aimed to apply word frequency analysis and a naive Bayes classifier on radiology reports to extract distinguishing imaging descriptors of wild-type colon cancer patient...

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Detalhes bibliográficos
Publicado no:Diagnostics (Basel)
Main Authors: Pershad, Yash, Govindan, Siddharth, Hara, Amy K., Borad, Mitesh J., Bekaii-Saab, Tanios, Wallace, Alex, Albadawi, Hassan, Oklu, Rahmi
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5617950/
https://ncbi.nlm.nih.gov/pubmed/28869500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics7030050
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