Development of a simple dynamic algorithm for individualized hepatocellular carcinoma risk-based surveillance using pre- and post-treatment general evaluation score.

Gamal Shiha Reham SolimanNabiel MikhailAyman HassanMohammed Eslam

Published in: Liver international : official journal of the International Association for the Study of the Liver (2021)

A dynamic algorithm incorporating both pre- and post-GES scores have better performance and predictive value compared with only pre-treatment assessments. The proposed algorithm would help to stratify those who need intensive or being excluded from screening.

Keyphrases

machine learning
deep learning
public health
neural network
replacement therapy