Extracting association rules from liver cancer data using the FP-growth algorithm

Fabiola Pinheiro, Mu-Hsing Kuo, Alex Thomo, Jeff Barnett · 2013

The five-year survival rate of liver cancer is low, 14% according to the Surveillance, Epidemiology, and End Results (SEER) Program database of the National Cancer Institute from 2003 to 2007 [3]. Since in the early stages of liver cancer, patients usually do not show signs or symptoms, improving early diagnosis is essential in order to reduce morbidity and mortality rates.

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