The Diabetes Research Hub (DRH) pattern simplifies the ingestion of CGM (Continuous Glucose Monitoring) files and supporting datasets. It allows seamless conversion to SQLite databases, executing advanced queries, and generating visual insights such as AGP (Ambulatory Glucose Profile) graphs and key metrics like J-Index, GRI, and more.
Diabetes Research Hub Study Pattern
A seamless integration for converting study files and generating metrics, visual insights for diabetes research.
Diabetes Research Hub Study Pattern
This pattern enables researchers to ingest CGM data and related datasets into SQLite databases for dynamic querying and visualizing results. By using DRH's standardized workflow, researchers can process datasets to derive critical insights such as daily glucose profiles, AGP graphs, and metrics like J-Index and GRI, supporting in-depth diabetes research.
Standardized CGM Data Integration
DRH supports the ingestion of study data from CGM files and associated participant datasets, transforming them into structured SQLite databases.
Advanced Metrics Calculation
Automatically compute critical diabetes metrics like AGP, J-Index, and GRI for in-depth participant insights.
Dynamic Query Execution
DRH allows querying datasets to generate participant-level reports, group-level summaries, and graphical visualizations.
Visualization Ready
Supports rendering of AGP graphs, daily glucose profiles, and statistical summaries using SQLite views and integrated visualization tools.
Secure and Scalable
Handles large datasets securely, ensuring participant data integrity and compliance with research standards.
Cross-Study Comparison
Facilitates comparisons across studies by standardizing CGM data ingestion and processing workflows.
Automated Data Validation
Detects anomalies and validates data integrity for robust research outputs.
Comprehensive Metrics
Calculates a wide range of metrics, including mean glucose, glucose variability, and risk indicators.
Custom Study Reports
Generates customizable participant and study-level reports with visual insights.
Enhanced Collaboration
Provides exportable results and insights for collaboration across institutions and teams.
