A novel machine learning-based radiomic model for diagnosing high bleeding risk esophageal varices in cirrhotic patients.

Yijie YanYue LiChunlei FanYuening ZhangShibin ZhangZhi WangTehui HuangZhenjia DingKeqin HuLei LiHui-Guo Ding

Published in: Hepatology international (2022)

The present study developed a novel non-invasive RM for diagnosing HREV in cirrhotic patients with high accuracy. However, this RM still needs to be validated by a large multi-center cohort.

Keyphrases

machine learning
end stage renal disease
newly diagnosed
ejection fraction
prognostic factors
peritoneal dialysis
atrial fibrillation
artificial intelligence
deep learning