Metastatic Risk Heatmap
The AIRAStrat heatmap overlay for prostate biopsy images highlights regions of high, intermediate, and low metastatic risk, providing a model explanation to support early identification of metastatic progression. By integrating clinical data with histopathology, AIRAStrat enhances risk stratification, empowering clinicians with data-driven insights for informed decision-making.
Metastasis Prediction
Generate a time-dependent probability graph of metastatic events. The 15-year projection integrates clinical, genomics, and pathology data and provides insights into metastasis risks to support long-term prognosis and personalized prostate cancer management.