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Investigating Critical Risk Factors in Liver Cancer Prediction

Authors :
Li, Jinpeng
Tao, Yaling
Cai, Ting
Publication Year :
2021

Abstract

We exploit liver cancer prediction model using machine learning algorithms based on epidemiological data of over 55 thousand peoples from 2014 to the present. The best performance is an AUC of 0.71. We analyzed model parameters to investigate critical risk factors that contribute the most to prediction.<br />8 pages, 4 figures, conference paper

Details

Language :
English
Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....588ab20795fddebfc4ffc0a066eaa18d