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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Bibliographic Details
Published in:Diagnostics
Main Authors: Yash Pershad, Siddharth Govindan, Amy K. Hara, Mitesh J. Borad, Tanios Bekaii-Saab, Alex Wallace, Hassan Albadawi, Rahmi Oklu
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Subjects:
naïve Bayesian classification
radiogenomics
RAS mutation
machine learning
natural language processing
Online Access:https://www.mdpi.com/2075-4418/7/3/50

Internet

https://www.mdpi.com/2075-4418/7/3/50

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