What is medical imaging?
Medical imaging encompasses technologies and methods used to create visual representations of structures and functions within the human body. Modalities such as MRI, CT, X-ray, ultrasound, PET, and microscopy images are essential tools in modern medicine and form the basis for a large proportion of clinical decisions made in healthcare.
SINTEF has extensive experience in research and development across the entire imaging pipeline, from physical image formation and image quality to advanced image analysis and integration into clinical workflows.
How we work with medical images
We work closely with clinical professionals to address real-world challenges in clinical practice. By combining deep expertise in imaging technology with methods from artificial intelligence and machine learning, we develop solutions that can be implemented directly in healthcare services.
We have expertise across a wide range of modalities and application areas within medical imaging:
- Ultrasound – Development of new methods for improved image quality and quantitative imaging, as well as real-time AI models for ultrasound operator guidance.
- AI-based image analysis – Automatic detection, classification, segmentation, and measurement of anatomy and pathology in all types of medical images.
- Multimodal AI – Combining medical images with other data sources to create improved predictive models.
- Clinical decision support – Integration of image analysis results into clinical workflows.
Methods and approach
We employ a broad range of methodologies, from classical image processing algorithms to state-of-the-art AI architectures. Methods are validated in close collaboration with clinicians, and we place strong emphasis on ensuring that solutions are interpretable, robust, and clinically useful.
Why choose SINTEF?
SINTEF is one of Europe's largest independent research organizations. We combine cutting-edge technological expertise with clinical insight and an extensive industry network. As a neutral partner with no commercial ties to specific technology platforms, we provide a reliable foundation for the development, testing, and validation of new technologies.
Would you like to collaborate on the development of new medical imaging methods, or do you need expert support for a project? Feel free to get in touch with us.
