AI-Based MRI Reconstruction Expands Imaging Capacity in Scotland
NHS Fife has introduced an artificial intelligence solution from Siemens Healthineers to support faster MRI exams and reduce patient waiting times across the region. According to the organization, the deployment of Deep Resolve has shortened MRI scan duration by more than 20%, reducing the average exam time from around 30 minutes to less than 24 minutes.
The increased efficiency has translated into higher appointment availability. In the first six months following implementation, NHS Fife reported that almost 1,900 extra MRI appointments were completed. Over the same period, waiting times fell from six weeks to approximately three to four weeks.
Deep Resolve is designed to meet rising diagnostic imaging demand without requiring additional MRI scanners. The technology uses AI-driven algorithms for noise reduction and high-resolution imaging, supporting productivity gains while improving patient comfort during scanning.
How Deep Resolve Supports Faster MRI Imaging
Deep Resolve works by applying trained AI models to MRI data during post-processing. Rather than extending scan acquisition times to achieve sharper imaging, the system enhances image quality after acquisition. This approach enables scanners to operate more efficiently while reducing noise and maintaining the same resolution—or potentially improving image clarity.
Shorter scan times may also benefit patients who find it difficult to remain in the scanner for extended periods. By reducing time spent in the MRI suite, the technology can help minimize discomfort while maintaining diagnostic image quality.
Embedded Across Two NHS Fife Hospitals
The AI solution is now fully embedded at both Queen Margaret Hospital in Dunfermline and Victoria Hospital in Kirkcaldy. NHS Fife also reported that the added capacity has delivered cost savings, eliminating the need to commission third-party mobile MRI scanners since the technology was introduced.
David Pirie, service lead for MRI at NHS Fife, highlighted the clinical workflow impact: “The adoption of Deep Resolve technology uses advanced AI to speed up scans and improve the clarity of the images it produces. Patients benefit from shorter appointments and fewer repeat scans, while our teams gain sharper images that support faster, more confident diagnoses,” states David Pirie.
Claire Dobson, NHS Fife’s director of acute services, added: “While we have only been using this new technology for a relatively short time, we are already seeing the tangible benefits for patients by helping shorten appointment times and reducing the number of those requiring repeat scans,” states Claire Dobson.
Siemens Healthineers also emphasized the broader imaging context: “With Deep Resolve, we bring deep learning and AI to the MRI image reconstruction process. It’s fantastic to see NHS Fife making full use of this to accelerate scan times, enhance productivity, and increase image quality. With diagnostic services under increasing pressure across the UK, it’s vital that clinical teams embrace innovative tools that help manage rising demand while maintaining the highest standards of care,” states Alistair Piggot, business area head of Magnetic Resonance at Siemens Healthineers Great Britain and Ireland.
Source: Siemens Healthineers
