SCCM Resource Library-Data Security, Ownership, and Evolution to Common Data Dictionaries

Video Transcription

Video Summary

In this video, the speaker discusses various topics related to data security, collaborative research, and common data models. They first talk about the importance of obtaining security certifications such as ISO 27001 and SOC 2 when collaborating with other organizations to ensure data security. They also mention other certifications like HITRUST and FedRAMP for government work. The speaker then introduces trusted research environments as a way to securely collaborate on research without physically accessing data. They also discuss federated learning, differential privacy, and homomorphic encryption as privacy-preserving techniques for data analysis. These techniques allow for analysis of encrypted or modified data without compromising privacy. Lastly, the speaker highlights the challenges of implementing common data models and suggests using FHIR as a meta common data model to align different models and ensure data compatibility across organizations.

Asset Subtitle

Crisis Management, Administration, 2023

Asset Caption

Type: one-hour concurrent | Challenges of the New Frontier: Tele-Critical Care (SessionID 1185615)

Meta Tag

Content Type Presentation

Knowledge Area Crisis Management

Knowledge Area Administration

Membership Level Professional

Membership Level Select

Tag Emergency Preparedness

Year 2023

Keywords

data security

collaborative research

common data models

privacy-preserving techniques

trusted research environments

FHIR

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