Why Quantitative Tools Fail – How We Fix It
Quantitative Tools (QTs), such as digital biomarkers as imaging endpoints, AI models, and Radiomics have the power to revolutinize diagnostics — but only if they can be trusted.
Today, even the best QTs silently fail due to dynamically changing clinical conditions.
CalibraMics presents a Computed Tomography (CT) Image Standardization and Modification System to keep QTs trustworthy.
What is data drift in imaging?
Data drift refers to changes in data patterns over time, potentially impacting performance of quantitative tools inclusing AI-driven models, radiomics and all kinds of measurements. u003cbru003eCalibraMics focuses on detecting and mitigating data drift to resolve performance degradation and precision issues.
How does CalibraMics ensure reliability?
We combine custom hardware with proprietary software designed for CT, offering clinically validated solutions to enhance trust and operational efficiency.
Who can benefit from CalibraMics?
The technology of CalibraMics benefits multiple customer groups. u003cbru003eOur initial focus is u003cstrongu003ehospitals and radiology departmentsu003c/strongu003e, where the need for trustworthy, reproducible diagnostics is most urgent. CalibraMics is installed on-site, making hospitals our first and most immediate customers. By improving consistency across CT scanners, we help healthcare providers deploy AI solutions safely and confidently — enhancing diagnostic accuracy, reducing variability, and accelerating clinical decision-making.u003cbru003eBeyond hospitals, our solution creates measurable value for other market actors:u003cbru003eu003cstrongu003eAI solution providersu003c/strongu003e benefit from more stable model performance, lower retraining costs, and faster regulatory approval. CalibraMics helps them maintain data quality and model accuracy across diverse clinical sites. u003cbru003eu003cstrongu003eCT manufacturersu003c/strongu003e gain a new tool to monitor image quality and scanner performance over time, supporting product differentiation and meeting emerging demands for AI-ready devices. u003cbru003eu003cstrongu003ePACS vendors and imaging IT platformsu003c/strongu003e can embed CalibraMics to ensure that stored images are drift-aware and reliable, preserving the integrity of diagnostic data across systems and time..
What industries does CalibraMics serve?
Our technology is primarily aimed at healthcare and medical sectors, focusing on improving AI-driven imaging tools used in hospitals and clinics.
How can I start a demo with CalibraMics?
You can reach us through our website’s contact page, and our team will do their best to start your demo immediately. The demo is unlimited until CalibraMics satisfies your expectations.