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NotifAI-OS (notification artificial intelligence for opportunistic screening) is a conceptual deep learning-based framework that performs automated multi-target analysis of computed tomography examinations through quantitative tissue density and volumetric measurements to enable comprehensive disease screening during routine computed tomography examinations.
Medical digital twins hold promises for advancing personalized medicine. With the rapid growth of multi-organ and multi-omics biomedical data, artificial intelligence can drive more holistic and integrated medical digital twins for human ageing and disease.
Decentralized yet coordinated networks of specialized artificial intelligence agents, multi-agent systems for healthcare (MASH), that excel in performing tasks in an assistive or autonomous manner within specific clinical and operational domains are likely to become the next paradigm in medical artificial intelligence.
