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What is OMCP Server?
OMCP is a Model Context Protocol (MCP) server implementation for the OMOP Common Data Model. It provides a standardized way for AI models to access and analyze healthcare data stored in the OMOP format.How to use OMCP Server?
The server acts as a bridge between AI models and OMOP databases, allowing models to query patient data through a standardized interface without needing to understand the underlying database structure.Use Cases
Ideal for healthcare AI applications that need to analyze standardized patient data, including clinical research, predictive modeling, and population health analysis.Key Features
OMOP CDM CompatibilitySupports all standard OMOP Common Data Model tables and relationships
MCP Protocol ImplementationImplements the Model Context Protocol for standardized model-data interaction
Secure Data AccessProvides controlled access to sensitive healthcare data with proper authorization
Pros and Cons
Advantages
Standardized interface reduces integration complexity
Enables AI models to work with multiple OMOP implementations
Maintains data privacy and security controls
Limitations
Requires OMOP CDM formatted data
Performance depends on underlying database
Limited to healthcare data use cases
Getting Started
Set up OMOP DatabaseEnsure you have an OMOP CDM compliant database populated with your healthcare data
Deploy OMCP ServerInstall and configure the OMCP server to connect to your OMOP database
Connect Your AI ModelConfigure your AI application to use the OMCP server endpoint
Example Use Cases
Patient Cohort AnalysisIdentify patients with specific conditions for clinical research
Medication Adherence StudyAnalyze prescription patterns and medication adherence
Frequently Asked Questions
1
What is the difference between OMOP and OMCP?OMOP is a data standard, while OMCP is a protocol server that provides access to OMOP data.
2
Can I use OMCP with non-OMOP data?No, OMCP is specifically designed for OMOP formatted data. You would need to transform your data first.
3
Is patient data secured in OMCP?Yes, OMCP implements standard security protocols and requires proper authentication.
Additional Resources
OMCP DocumentationComplete technical documentation
OMOP CDM SpecificationOfficial OMOP Common Data Model documentation
GitHub RepositorySource code and issue tracker
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