Aurora, Ontario and Wilmington, DE – Nov 27, 2025 – Bialogics and CARPL today announced that the Bialogics AIQ Performance Monitoring framework will be offered with the CARPL platform.
With over 200 AI applications available on its marketplace, CARPL is excited to offer the AIQ Framework, a powerful new tool designed to accelerate the adoption of trusted AI in medical imaging.
Despite the growing number of AI solutions for radiology, adoption has remained slow, primarily due to limited tools for assessing performance and building clinical trust. AIQ directly addresses this gap by providing a transparent, evidence-based framework to evaluate how AI algorithms perform in real-world clinical settings. More than just a measurement tool, AIQ empowers radiologists and healthcare systems to understand, monitor, and continuously improve the clinical and operational impact of AI in their daily workflows.
The AIQ framework offers real-time performance monitoring by continuously comparing AI outputs to radiologist-grounded diagnoses.
“ We are excited to partner with a leading platform provider to bring real-time AI assessment and performance metrics directly into everyday clinical practice. This collaboration represents an important step forward in accelerating safe, trusted, and measurable AI adoption for Medical Imaging,” said Jeff Vachon, President of Bialogics.
Key Features of the Evidence-Driven AIQ Framework:
- Real-time Monitoring: Validates AI outputs against radiologist clinical findings for ongoing quality control and assurance.
- AIQ Score: A composite, weighted performance score reflecting clinical validity and operational efficiency, tailored to disease-specific applications. AIQ Scoring calculates real-time measurements of core performance indicators, including Concordance/Discordance, Positive and Negative Concordance Rates (PCR/NCR), Positive and Negative Predictive Value (PPV/NPV), and Augmented Findings Rate (AFR), enabling evidence-based AI adoption.
- Workflow Optimization Metrics: Assesses AI’s impact on report turnaround time, productivity, and radiologist workload; translating technical performance into operational value and immediate assessment of ROI.
- Bias and Drift Detection: Identifies demographic disparities and predictive drift, ensuring AI performs reliably across populations and over time.
Ask about the AIQ framework at RSNA booth #5628 (Bialogics) and #5732 (CARPL).
About Bialogics
Bialogics is a leading provider of data analytics and business intelligence solutions for the healthcare industry. With a mission to revolutionize Medical Imaging by turning data into actionable insights that drive operational excellence, enhance productivity, and improve clinical and financial outcomes.
Contact:
Jeff Vachon, President
Bialogics Analytics
jvachon@bialogics.com
www.bialogics.com
About CARPL
CARPL.ai is the world’s largest Radiology AI marketplace, offering 200+ applications from 80+ partners with global regulatory clearances. The platform enables radiologists to seamlessly access, assess, and integrate AI solutions via a single interface for testing, deployment, and monitoring. CARPL integrates with leading PACS systems, serving as the complete orchestration layer for responsible and scalable AI adoption in radiology.
www.carpl.ai