What Are Some Examples of Secure Data Sharing Systems?
Several systems and frameworks have been developed to facilitate secure data sharing in epidemiology:
Health Level Seven (HL7): A set of international standards for the exchange of clinical and administrative data. Data Use Agreements (DUAs): Legal documents outlining the terms and conditions for data sharing between parties. Federated Learning: A machine learning approach that allows models to be trained on decentralized data without sharing the data itself. Blockchain: A decentralized ledger technology that can enhance data security and integrity in epidemiological research.
