Study on specificity of colon carcinoma-associated serum markers and establishment of SVM prediction model

Study on specificity of colon carcinoma-associated serum markers and establishment of SVM prediction model

We aimed to evaluate the specificity of 12 tumor markers related to colon carcinoma and identify the most sensitive index. Logistic regression and Bhattacharyya distance were used to evaluate the index. Then, different index combinations were used to establish a support vector machine (SVM) diagnosi...

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Bibliographic Details
Main Authors: Lu Li, Xuhui Ma
Format: Article
Language:English
Published: Elsevier 2017-03-01
Series:Saudi Journal of Biological Sciences
Subjects:
Colon carcinoma
Tumor marker
Logistic regression
Specificity
Bhattacharyya distance
Support vector machine
Online Access:http://www.sciencedirect.com/science/article/pii/S1319562X17300463

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http://www.sciencedirect.com/science/article/pii/S1319562X17300463

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