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The panel discussion on research equity and access at the 2024 Future of Health Data Summit focused on leveraging data to improve access and adoption of medical treatments across healthcare sectors. Some topics discussed included the use of AI and biomedical knowledge graphs for drug repurposing, employing engagement AI to guide physician interactions, and utilizing epidemiological studies to optimize clinical trial site selection. The panelists emphasized the importance of patient-centered research, closing feedback loops in healthcare systems, and developing a "science of global health access" to avoid delays in bringing treatments to low-income countries.

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From randomized controlled trials to federated learning approaches and personalized treatments, this panel at the Future of Health Data Summit 2024 discussed real-world data's potential to revolutionize healthcare.

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The patient registries panel has become a regular feature at the Future of Health Data Summit. In 2024, the panel discussed the evolution of patient registries, emphasizing their importance in collecting comprehensive data for medical research. They explored topics such as patient consent, data harmonization, AI applications, and innovations in early cancer detection, highlighting how modern technology and approaches are making registries more powerful and accessible tools for advancing healthcare.

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The AI panel at the 2024 Future of Health Data Summit discussed the need for greater transparency and trust-building in AI system development before these systems would be ready for regular use in clinical settings. The group recognized that the potential support offered for administrative processes and trial development provided by AI systems would only be valuable in the long run if patients trust the systems they are asked to opt into.

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