Moderated by James Kim and Elizabeth Lee 

• Non-invasive biomarkers for risk stratification with Keyur Patel
• Innovations in MASLD Imaging and artificial intelligence Integration with Mamatha Bhat
• Integrating Sex and Gender in Models of Health Delivery for MASLD with Saumya Jayakumar
• ABSTRACT: Spatial Transcriptomics Reveals Sex-Specific Molecular Zonation Signatures in F2 Masld Fibrotic Livers with Mohamed Abdelnabi