A Combined Baveno VII and Spleen Stiffness Algorithm to Improve the Noninvasive Diagnosis of Clinically Significant Portal Hypertension in Patients With Compensated Advanced Chronic Liver Disease.

Elton DajtiFederico RavaioliGiovanni MarascoLuigina Vanessa AlemanniLuigi ColecchiaAlberto FerrareseCaterina CusumanoStefano GeminiAmanda VestitoMatteo RenzulliRita GolfieriDavide FestiAntonio Colecchia

Published in: The American journal of gastroenterology (2022)

The addition of SSM significantly improves the clinical applicability of the algorithm based on LSM and platelet count for CSPH diagnosis. Our models can be used to noninvasively identify candidates for nonselective beta-blocker treatment and patients at a high risk of decompensation.

Keyphrases

machine learning
deep learning
blood pressure
neural network
combination therapy
drug induced