Systemic lupus

Systemic disease research track: longitudinal modeling across multiple horizons with competing-risk framing.

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 5

Lupus nephritis risk in SLE at 12 months, 24 months, and 5 years

Longitudinal systemic disease risk modeling with competing risks and horizon-specific uncertainty.

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Systemic disease • SLE

Research-only • Auditable

Demonstrator