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• W2783244929 abstract "Hepatitis C is a primary reason for the liver cancer, which is a leading cause of death. The objective of this paper is to predict the hepatitis C infection progression into cirrhosis or liver cancer. For the prediction of the disease progression, a knowledge discovery framework is proposed consisting of three phases: preprocessing, data mining and prediction. While the preprocessing phase focuses on the discretization of the training data, the data mining phase focuses on mining patients' records using a rule based classifier built by the proposed algorithm to generate a set of unique rules. Eventually, the predictor uses the rules to predict patients' disease progression. Experimentation on 1908 chronic hepatitis C Egyptian patients with 27 extracted features collected from blood samples were used to train the model, with other 406 patients' cases for testing which showed accuracy 99.5 %." @default.
• W2783244929 created "2018-01-26" @default.
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• W2783244929 date "2017-12-01" @default.
• W2783244929 modified "2023-09-27" @default.
• W2783244929 title "Prediction of liver cancer development risk in genotype 4 hepatitis C patients using knowledge discovery modeling" @default.
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• W2783244929 doi "https://doi.org/10.1109/intelcis.2017.8260080" @default.
• W2783244929 hasPublicationYear "2017" @default.
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