elluminate IQ Review
Automate Manual Processes & Deliver Faster Insights with AI-enabled Data Review
As the clinical trial landscape continues to evolve—and the volume of clinical trial data from a variety of sources continues to proliferate—even the most comprehensive data review plans leave room for issues to be missed, leading to costly and time-consuming errors. elluminate IQ Review (eIQ Review), part of Data Central—the elluminate Clinical Data Cloud’s® data management workbench —enables data management teams to leverage advanced AI/ML capabilities to conduct data review in a more efficient, scalable way.
Key Benefits
Enhance Data Quality
Data quality is improved—at scale—using anomaly detection models to identify anomalous subjects or atypical values across all data sources. Issues are surfaced that wouldn’t be detected with traditional approaches, ensuring data integrity.
Increase Productivity
Clinical Review objectives are automated to detect anomalous data, reducing the amount of manual review required and enabling reviewers to focus on the most critical data domains and tasks.
Optimize Time to Value
The time between data entry to issue detection, and data entry to data cleaned is significantly reduced. Because issues are surfaced that would not be detected in a traditional approach, costly down stream errors are prevented.
AI-Enabled Use Cases in elluminate
■ Central Statistical Monitoring
Review for differences between individual patients compared to cohorts in labs and vitals
■ Detection of Abnormal Adverse Events & Concomitant Medication Duration
Review for the appropriateness of AE & CM durations including ongoing events or events with no end dates
■ Detection of Inconsistencies & Entry Issues In Concomitant Medication Unit, Route, Frequency
Review for appropriateness of data entered for dose, dose unit, route of administration and frequency
■ Detection of Incorrect Medical History & Adverse Event Entries
Ensure medical history and AE condition/events are correctly entered and coded appropriately
■ Detection of Inconsistent Trends / Abnormal Shifts in Labs and Vitals
Review for any abnormal changes in the vital signs and lab measurements between visits and from baseline
■ Generalized Data Review
Detect incorrect or missing entries, trends, clusters, or inconsistencies in any numeric and categorical fields
Opportunities for AI/ML to create efficiencies across the clinical development lifecycle continue to increase. eIQ Review is the first of many AI/ML offerings available from eClinical Solutions. We are exapanding the development of AI-enabled capabilities throughout products within the elluminate platform in 2023.
Learn More
eClinical Solutions helps life sciences organizations around the world accelerate clinical development initiatives with expert biometrics services and the elluminate Clinical Data Cloud—the foundation of digital trials. Together, the elluminate platform and biometrics services give clients self-service access to all their data from one centralized location; plus, advanced analytics that help them make smarter, faster business decisions.
Leveraging AI/ML capabilities can significantly reduce time spent on clinical data review. The use cases deployed in eIQ Review collectively automate over 25 clinical data review objectives. Depending on your trial, you have the opportunity to automate up to 50% of your clinical data review objectives with these capabilities.
For more information or to request a demonstration, visit us at: eclinicalsol.com
Or email us at: info@eclinicalsol.com