Image-Based Risk: A New Foundation for Personalized Breast Screening

What is Image-Based Risk?

What is Image-Based Risk?

An NCCN-recognized AI-driven method to estimate a woman’s likelihood of developing invasive breast cancer within five years.

It reveals patterns invisible to the human eye and translates them into an absolute risk estimate that clinicians can trust.

We're on a mission to bring image-based risk into everyday screening

Every mammogram holds key insights. Lunit's image-based risk solution is designed to use those insights—making them part of how risk is understood and assessed. The device is currently under 510(k) review and is not available for commercial sales. Its functions, intended use, and specific hardware/image compatibility may be subject to change pending final regulatory clearance.
Built for scale. Designed for real-world screening.

Built for scale. Designed for real-world screening.

Our solution is designed to use only the patient’s mammogram and age. No questionnaires, no reliance on clinical history.

Risk assessment becomes more accessible, more consistent, and easier to apply at scale—directly within existing screening workflows.

A risk signal clinicians can be confident in.

A risk signal clinicians can be confident in.

Outputs will be delivered as 5-year absolute risk, calibrated to SEER incidence data—giving clinicians a clear, interpretable score aligned to real-world population risk.

Trained on real-world U.S. screening cohort data, the model is designed to predict future risk, not detect disease.

Grounded in science. Evaluated across diverse populations.

Grounded in science. Evaluated across diverse populations.

Developed using large-scale screening datasets, our solution has demonstrated consistent performance across various subgroups—supporting a more equitable approach to breast cancer risk assessment.

Moving towards a more holistic, equitable pathway for risk and detection

Today, risk and detection are understood through different, yet complementary lenses.

Traditional models look to the long term. Detection focuses on what is present now. Image-based risk adds a new layer—unlocking short-term insight directly from the mammogram, at the time of screening.

Together, they create a more connected, continuous view of breast health over time.

Frequently Asked Questions

Want to dive deeper into image-based risk?

Access in-depth resources on how image-based risk fits into clinical practice, alongside expert insights shaping the future of risk assessment.

What's included?

  • A Complete View of Breast Cancer Risk and Detection (Guide)
  • Emerging Evidence and New Directions in Breast Cancer Risk Assessment (Video)
  • Research to Reality: Advanced Image-Based Risk in Screening (RSNA 2025) (Video)