Owkin builds AI agents for biology to accelerate drug discovery and de-risk clinical trials. Use Owkin to transform H&E slides from the TCGA database into granular, queryable insights. Researchers can quantify distinct cell types, analyze complex spatial tumor microenvironments, and validate hypotheses through cohort-level survival analysis—bridging the gap between raw biological data and actionable patient stratification. You can use Owkin to: Refine Patient Stratification: ‍ "I'm looking for Lung Adenocarcinoma patients that might be resistant to immunotherapy. Are there cases with low immune infiltration in the TCGA cohort?" Visualize Whole-Slide Images: ‍ "Find the slide most enriched in eosinophils from cohort TCGA_BRCA and plot it." Assess Prognostic Value of H&E Based Markers: ‍ "Is the density of plasmocytes associated with overall survival in bladder carcinoma?" Extract Quantitative Evidence for Reproducibility: ‍ "Export the breakdown of all cell types for patient TCGA-A2-A0YI-01Z-00-DX1.1CF2EC2D-C722-467F-8832-409B823E8D8F.svs in parquet format, so I can reproduce this analysis." Understand Pathology Explorer Capabilities: ‍ "Can you provide an overview of the Pathology Explorer tool and its capabilities?"