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This document D6.1 AI Models set v1 presents the first operational version of the CARAMEL AI Models Demonstrator, developed to showcase and test the initial AI models created within the project using retrospective data. The demonstrator provides a secure, modular, and scalable environment that enables users to explore model outputs and better understand their potential clinical application. The deliverable covers AI models based on electronic health records, disease trajectories, geospatial data, wearables, skin patch data, implantable cardiac devices, and medical imaging. These first models provide the technical foundation for subsequent developments in CARAMEL, supporting more advanced cardiovascular risk assessment and personalised prevention strategies for women aged 40–60. DISCLAIMERThis deliverable has been submitted to the European Commission for review. The content of this document reflects only the author's view and the Commission is not responsible for any use that may be made of the information it contains.
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Martin et al. (2026) studied this question.
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