Most cancer screening follows population-level guidelines — the same tests, the same intervals, applied to everyone. PreOncology is built around a different premise: that cancer risk is individual, dynamic, and measurable long before a diagnosis.
This fact sheet explains the scientific framework behind PreOncology, including:
- How the Dynamic Risk Engine builds cancer-specific risk estimates from genetics, biomarkers, lifestyle factors, imaging history, and more
- How Detection Mathematics translates individual biology into personalized surveillance intervals
- How the Signal Board evaluates early findings across five clinical dimensions to determine the right next step
- Why signal resolution feeds back into ongoing surveillance, creating a continuous loop rather than a one-time test
Download the fact sheet to understand the clinical logic behind PreOncology and why it represents a fundamental shift in how cancer is detected and prevented.
