Machine learning liver histology scores correlate with portal hypertension assessments in nonalcoholic steatohepatitis cirrhosis.
Mazen NoureddinZachary GoodmanDean TaiElaine L K ChngYayun RenPol BoudesHarold ShlevinGuadalupe Garcia-TsaoStephen A HarrisonNaga P ChalasaniPublished in: Alimentary pharmacology & therapeutics (2023)
The ML algorithm accurately predicted HVPG, CSPH, the development of varices and HVPG changes in patients with NASH cirrhosis. The use of ML histology model in NASH cirrhosis trials may improve the assessment of key outcome changes.