Dr Maximiliano Ramia de Cap is a Consultant Histopathologist and Haematopathologist, and Founder and Medical Director of Pathology Nucleus. Pathology Nucleus works with leading pharmaceutical and AI companies to train, refine and validate the next generation of AI models for cancer diagnostics and clinical reasoning. This covers designing annotation and evaluation workflows, establishing expert-reviewed ground truth through independent central review, refining model outputs through expert feedback, and the practical costs and logistics of building clinically robust AI.
Keywords: cancer diagnostics, pathology AI, annotation workflows, clinical validation, ground truth design, expert review, AI model evaluation.
