🧠 Augur Studio

Epic 58

Simulate patient trajectories with causal what-if scenarios

Operationalizing Sokol et al. (2025): AI-assisted clinical reasoning through disease progression simulation

FOR RESEARCH USE ONLY - NOT A MEDICAL DEVICE

This simulation platform is for research and educational purposes only. It is not validated for clinical diagnostic use. Results are intended for exploring what-if scenarios and understanding disease progression models, not for medical decision-making.

Cognitive Augmentation Framework

Sokol et al. (Nature Digital Medicine, 2025): "AI should simulate patient trajectories and help doctors explore what-if scenarios."

This interface enables clinicians to construct hypothetical patient profiles (Digital Twins) and simulate disease progression under different genetic, lifestyle, and treatment conditions. The Augur v2.1 Transformer learns progression patterns from multi-axis temporal data (genetics, biomarkers, imaging, clinical) to generate personalized trajectories.

🎯 What-If Scenario Builder

Construct a hypothetical patient profile and simulate disease progression over time