USE CASE
AI Patient Stratification Workflow
Sonrai’s advanced technology brings precise patient stratification to life. Through clustered scatter plots, heatmaps, and interactive tools, Sonrai empowers the exploration and filtering of patient data effortlessly. We use machine learning tools to identify distinct subgroups and clusters, providing the insights that give teams the confidence to move forward.
With Sonrai, even small sample sizes can yield valuable insights. Sonrai could use line charts or bar charts to display trends and insights extracted from small sample sizes over time or across different patient groups.
To highlight the integration and analysis of diverse data types, a network graph or a Sankey diagram showing how different types of data, such as genomic data, clinical records, imaging data, and biomarker measurements, are interconnected.
Explore Precise Patient Stratification
Make data-driven decisions and discover meaningful patterns. Explore our capabilities and transform the future of drug development.Visualization techniques like SHAP (SHapley Additive exPlanations) plots, feature importance plots, or decision trees to demonstrate the transparency and interpretability of their ML models.
See how we helped a leading US pharmaceutical company focused on precision medicine overcome several challenges in its quest to deliver personalized treatments to patients.
