Kidney cancer

Oncology research track (omics): robustness, stability, and conservative framing to reduce over-interpretation risk.

Research-only disclaimer

These demonstrator use cases are provided for scientific research and exploration purposes only. They do not constitute medical diagnosis, clinical decision support, or treatment recommendation.

Included use-case

Use-case 4

Aggressive clear cell renal carcinoma risk at 24 months (10/100/400 genes)

High-dimensional gene expression modeling with robustness and stability across dimensionalities.

View use-case

Oncology • Gene expression

Research-only • Auditable

Demonstrator