UC8: Dataset for Prostate Cancer Patient Stratification in Active Surveillance

The UC8: Dataset for Prostate Cancer Patient Stratification in Active Surveillance is focused on enabling precision monitoring of prostate cancer patients managed through Active Surveillance (AS). It integrates MRI lesion phenotype data, longitudinal MRI scans, biopsy results, and PSA measurements to facilitate AI-powered risk assessment and stratification. The dataset supports the development of predictive models that can estimate both the risk and timing of disease progression in patients with low-risk or indolent prostate cancer. These models aim to inform decisions about the need for repeat diagnostic procedures (e.g., PSA tests, MRIs, biopsies) and to personalize follow-up strategies for each patient. UC8 helps distinguish individuals who can safely continue in AS programs from those who are likely to progress and would benefit from timely curative intervention. By optimizing surveillance protocols and reducing unnecessary procedures, this dataset promotes patient-centered care while maintaining oncological safety. It ultimately enhances the effectiveness of AS programs by balancing quality of life with clinical vigilance.