Agata Krason is a Clinical AI Scientist and Senior Medical Imaging Data Scientist at F. Hoffmann-La Roche Ltd, where she works at the intersection of artificial intelligence, medical imaging, and clinical data science to accelerate precision oncology. Her research focuses on building clinically trustworthy AI systems that integrate multimodal biomedical data—including imaging, clinical, and real-world datasets—to generate actionable insights for drug development and patient stratification. She has contributed to global oncology programs spanning early phase trials across multi-center international studies. Agata is an inventor on multiple patents in AI-driven medical image analysis. She is particularly interested in next-generation AI paradigms, including multimodal foundation models, digital twins for clinical research, and agentic AI systems that transform how biomedical data is analyzed and translated into clinical impact.