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Clinical Trial Events
The Liver Meeting 2026

Talk Abstract Parallel track

Advancing Risk Stratification in MASLD and MASH: Biomarkers, Machine Learning, and Noninvasive Tools

Sun, Nov 8, 2026 · 8:00–9:30 AM MST Convention Center: Bluebird Ballroom 1A, Colorado Convention Center

About this session

This session will highlight emerging approaches to identifying patients with steatotic liver disease who are at greatest risk for advanced liver disease and adverse outcomes. Presentations will explore the role of lipid biomarkers, body phenotype, alcohol exposure assessment, noninvasive diagnostic criteria, and adaptive machine-learning strategies. Together, these studies underscore the evolving role of precision risk stratification in MASLD, MASH cirrhosis, and clinical trial prescreening.

Speakers