Sam Border presented his collaborative work with Farzad Fereidouni (Assistant Professor, UC Davis) on automated WSI collagen analysis for fibrosis quantification using deep-DUET at the United States and Canadian Academy of Pathology’s (USCAP’s) 112th Annual Meeting 2023, New Orleans, LA.