DREAM – Developing Research and Education in AI for image-based personalized Medicine in Switzerland<\/p>\n\n\n\n
DREAM is an initiative designed to bridge the technical gap between complex AI-driven image analysis (radiomics) and clinical practice.<\/p>\n\n\n\n
While radiomics holds immense potential for personalized medicine, clinical researchers often face high technical barriers. Current studies frequently lack methodological rigor, and physicians\u2014who are crucial for formulating medically sound hypotheses\u2014are often underrepresented in the AI development process because the necessary tools are too complex or unadapted to local constraints.<\/p>\n\n\n\n
DREAM aims to solve this by developing a user-friendly, standardized suite of tools that cover the entire radiomics workflow. The project has a dual focus on empowering cutting-edge research and facilitating education for medical and computer science students.<\/p>\n\n\n\n
A central pillar of this initiative is a major overhaul of the web-based QuantImage platform. This upgrade will adapt the system to recent advances in AI, equipping it to handle sophisticated radiomics workflows, model training, and evaluation, while simultaneously supporting interactive educational tutorials.<\/p>\n\n\n\n