Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Abstract  Objective  Building federated data sharing architectures requires supporting a range of data owners, effective and validated semantic alignment beten data resources, and consistent focus on end-users. Establishing these resources requires development methodologies that support internal validation of data extraction and translation processes, sustaining meaningful partnerships, and delivering clear and measurable system utility.  describe findings from two federated data sharing case examples that detail critical factors, shared outcomes, and production environment results.  Methods  Two federated data sharing pilot architectures developed to support network-based research associated with the University of Washington's Institute of Translational Health Sciences provided the basis for the findings. A spiral model for implementation and evaluation was used to structure iterations of development and support knowledge share beten the two network development teams, which cross collaborated to support and manage common stages.  Results   found that using a spiral model of software development and multiple cycles of iteration was effective in achieving early network design goals. Both networks required time and resource intensive efforts to establish a trusted environment to create the data sharing architectures. Both networks re challenged by the need for adaptive use cases to define and test utility.  Conclusion  An iterative cyclical model of development provided a process for developing trust with data partners and refining the design, and supported measureable success in the development of new federated data sharing architectures.
['Kari A. Stephens', 'Nicholas Anderson', 'Ching Ping Lin', 'Hossein Estiri']
I am writing a research paper on a idea Implementing partnership-driven clinical federated electronic health record data sharing networks
[{"from": "human", "value": "I am writing a research paper on a idea Implementing partnership-driven clinical federated electronic health record data sharing networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Abstract  Objective  Building federated data sharing architectures requires supporting a range of data owners, effective and validated semantic alignment beten data resources, and consistent focus on end-users. Establishing these resources requires development methodologies that support internal validation of data extraction and translation processes, sustaining meaningful partnerships, and delivering clear and measurable system utility.  describe findings from two federated data sharing case examples that detail critical factors, shared outcomes, and production environment results.  Methods  Two federated data sharing pilot architectures developed to support network-based research associated with the University of Washington's Institute of Translational Health Sciences provided the basis for the findings. A spiral model for implementation and evaluation was used to structure iterations of development and support knowledge share beten the two network development teams, which cross collaborated to support and manage common stages.  Results   found that using a spiral model of software development and multiple cycles of iteration was effective in achieving early network design goals. Both networks required time and resource intensive efforts to establish a trusted environment to create the data sharing architectures. Both networks re challenged by the need for adaptive use cases to define and test utility.  Conclusion  An iterative cyclical model of development provided a process for developing trust with data partners and refining the design, and supported measureable success in the development of new federated data sharing architectures."}]