Project Overview 

Explore clinical data alongside biomarker data to identify patterns in essential metadata for patient stratification. Cluster patients based on non-aprioristic, multidimensional data and patient metadata.

Services Provided 

• Clinical Data Harmonization.
• Data summarization & descriptive statistics.
• Trends and insights identification.
• Complex pattern identification.
• Classification and Model Generation: Classify patients into subgroups.

Deliverables & Benefits 

• Comprehensive documentation of the data sources, structure, and variables.
• Ensured the data follows FAIR principles.
• Found & annotated patients with newly discovered patterns.
• Detailed report covering all aspects of the analysis, including data exploration, findings, and potential implications for patient stratification.

Why Choose Lucid Analytics? 

With a deep understanding of life sciences and cutting-edge AI expertise, Lucid Analytics supports clients in accelerating innovation and driving impactful R&D outcomes.

Ready to Transform Your Data? 

Interested in how we can help with your next project? Contact us today to explore how data can drive your R&D success.