AI in Medical Imaging: Why Compliance Has Become a Driver of Innovation
Published on 24 August 2026
Artificial intelligence is bringing about lasting changes in medical imaging.
It opens up new opportunities for radiologists, healthcare facilities, and researchers: improving algorithm performance, optimizing workflows, accelerating clinical trials, and developing new decision-support tools.
But AI performance alone is no longer enough. To be adopted on a long-term basis, it must be based on reliable data, developed in a secure environment, and meet growing requirements for transparency, governance, and traceability.
With the gradual implementation of the European regulation on artificial intelligence (AI Act), which complements the GDPR, compliance is becoming a true driver of innovation.
At Keymaging, this vision has guided the development of our Keydiag® solution from its inception, with the goal of supporting medical imaging professionals with a tool designed to address the industry’s current and future challenges by balancing data organization, security, and regulatory compliance.
AI Act: A New Framework for Trustworthy AI
The AI Act is the first European regulation dedicated to artificial intelligence. Its goal is to promote innovation while ensuring the safe, transparent, and controlled use of AI systems.
The regulation adopts an approach based on the risk level of the applications.
In the healthcare sector, requirements focus in particular on data quality, system documentation, transparency, risk management, and traceability.
Even when software is not a medical device, as is the case with Keydiag®, these principles serve as benchmarks for all stakeholders in the field of medical imaging. By incorporating these best practices from the design phase onward, Keydiag® is committed to a approach based on trust and responsible innovation, which is essential for the development of future artificial intelligence solutions.
The GDPR: Compliance Built In from the Start
Medical imaging data is among the most sensitive types of personal data. The General Data Protection Regulation (GDPR) establishes a strict framework for its collection, processing, and retention.
At Keymaging, this requirement was incorporated right from the design phase of our solution.
That is why Keydiag® relies on a hosting provider certified by HDS (Health Data Host), ensuring an environment that complies with French requirements for the processing of health data. Access control, traceability of operations, and data security form the foundation of responsible health data management.
Beyond simply complying with regulations, this approach builds trust among healthcare facilities, manufacturers, and research teams who choose Keydiag® to benefit from a secure environment that is compliant and tailored to the requirements of their projects.
High-Quality Data to Prepare for the AI of Tomorrow
The quality of an artificial intelligence model depends directly on the quality of the data used to develop it. Structured and consistent data enable the design of models that are more robust, more reproducible, and more reliable.
This belief is at the heart of Keymaging’s approach.
Although it is not a medical device, Keydiag® is software designed to assist with radiology reports by making it easier to structure them. By standardizing the information generated, it helps improve quality and usability for research projects and the development of future artificial intelligence solutions.
By facilitating the production of consistent and usable data, Keydiag® serves as a vital link in the AI value chain for medical imaging, where data quality is a prerequisite for the performance of future algorithms.
This approach fully meets the requirements of the AI Act, which emphasizes the importance of reliable data for developing high-performing AI systems, particularly in sensitive sectors such as healthcare.
Building Sustainable Innovation
The future of AI in healthcare does not depend solely on the performance of algorithms. It depends just as much on the quality of the data, data governance, and the trust that the various stakeholders place in the solutions they use.
At Keymaging, we firmly believe that compliance is not a constraint, but rather a driver of innovation. By placing data quality, security, and traceability at the heart of Keydiag®’s development, we are helping to create an environment that fosters more reliable and responsible artificial intelligence for medical imaging.
