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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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Detalles Bibliográficos
Autores principales: Pershad, Yash, Govindan, Siddharth, Hara, Amy K., Borad, Mitesh J., Bekaii-Saab, Tanios, Wallace, Alex, Albadawi, Hassan, Oklu, Rahmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5617950/
https://www.ncbi.nlm.nih.gov/pubmed/28869500
http://dx.doi.org/10.3390/diagnostics7030050