Leading research institutions have introduced novel computational platforms to advance cancer tissue analysis. Mount Sinai’s AI tool MARQO enhances the processing of tumor slides, boosting pathology efficiency. Virginia Commonwealth University developed Vesalius, an AI-driven framework mapping intricate cancer cell microenvironments. Together, these innovations promise to refine tumor characterization and foster personalized oncology approaches.