Ordinary differential equations

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Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations | npj Digital Medicine Cohort Study, Differential Equations, Standard Deviation, Equations, Health Insurance, Machine Learning, Medicine

Individual organizations, such as hospitals, pharmaceutical companies, and health insurance providers, are currently limited in their ability to collect data that are fully representative of a disease population. This can, in turn, negatively impact the generalization ability of statistical models and scientific insights. However, sharing data across different organizations is highly restricted by legal regulations. While federated data access concepts exist, they are technically and…

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