AI Solutions for Risk Stratification in Prostate Cancer
Product Overview
Multimodality-trained AI solutions for risk stratification at biopsy and post-radical prostatectomy. Endpoint prediction of tumor upgrades, biochemical recurrence, metastasis, and metastasis-free survival.
Applications of AIRAStrat in Prostate Cancer Care Pathway
1. At Diagnosis: Improved ability to classify patients for active surveillance and minimize unnecessary treatments
2. Post Surgery: Optimal therapy selection to minimize treatment-related complications
Why AIRAStrat
Trained using multimodality data with clinical outcomes as ground truth
Predicts the course of disease with up to 0.91 AUC
Improved performance compared to conventional methods such as genomic classifiers.
Features
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.
AIRAStrat Test Sample Report
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.
Technical Specifications
Scanner Agnostic
Compatible with multiple image formats and scanners
AIRAStrat utilizes various data sources to train, including pathology images, genomic data, and clinical parameters such as patient age, PSA levels, and family history. With the multimodality approach, AIRAStrat offers a comprehensive understanding of each patient's case.
No, AIRAStrat is an assistive tool to empower pathologists. It automates tedious tasks, allowing them to focus on complex cases and provide better patient care.
Yes, AIRAStrat is designed to be user-friendly for pathologists with varying experience with AI tools. We also offer training resources and support to ensure a smooth onboarding process.
