New Algorithm Uses CT Data to Create 3D Map and Better Assess Osteoarthritis

Engineers, radiologists and physicians based in the UK have developed a new technique for improving clinical imaging. It uses an algorithm to create a detailed three-dimensional map of a patient’s joint using computed tomography (CT) data. The team, led by co-author Tom Turmezei, Ph.D. of Cambridge University, recently reported on their breakthrough with a journal article titled “A new quantitative 3D approach to imaging of structural joint disease,” which appeared in the June 2018 edition of Scientific Reports.

The team knew that the ability to assess OA with 2D radiographs was not good enough to detect subtle changes that could have important implications for patients, doctors, and researchers. To meet this challenge, they worked to develop a new algorithm for the structural assessment of joints including hips, knees and ankles in 3D. Their recent technical validation study showed the technique was successful.

The algorithm maps joint space width to the nearest tenth of a millimeter. Mapping joint space width in 3D from clinical CT data has the potential to enhance understanding of osteoarthritis and how patients progress to joint failure—leading to better and earlier interventions.

Early Detection Gives Osteoarthritis Patients More Options

The 3D mapping technique has the potential to be more than twice as sensitive as radiographs in detecting small changes in joint space widths. Using the algorithm, clinicians will be able to use CT scans to map a marker of osteoarthritis across a joint. Why does it matter? Because early detection leads to earlier treatment. Doctors could identify patients with disease earlier than the current gold standard, allowing important interventions to be started before the joint fails. Patients will have the opportunity to try lifestyle changes and physiotherapy instead of immediately facing surgery.

All clinical CT imaging was performed on a 64-slice Siemens Definition AS system.

“It will be an important next step to use JSM to investigate whether differences in positioning and load-bearing have any effect on joint space width in 3D,” the authors wrote. “A straightforward solution for prospective studies would be to perform knee and ankle CT in a standing position (as used in clinical practice), and to standardise supine hip positioning by strapping feet together.”

Evaluating New Therapies

In addition, the new 3D method will likely allow researchers to determine whether new therapies in development are effective in a realistic timescale for clinical trials. This is something that has not been possible using radiographs.

CurveBeam designs and manufactures Cone Beam CT imaging equipment for the orthopedic and podiatric specialties. Bilateral, weight bearing scans of the foot and ankle give physicians the information necessary to assess the biomechanical spatial relationships and alignment of the lower extremities.

To learn about a recent grant awarded to the University of Kansas to study joint space biomarkers via weight bearing CT, click here.

Read more at curvebeam.com

Follow us on social media for the latest updates in B2B!

Image

Latest

student visibility
Why Student Visibility Matters in Today’s Schools
March 3, 2026

School Safety Today podcast, presented by Raptor Technologies. In this episode of School Safety Today by Raptor Technologies, host Dr. Amy Grosso interviews SRO Todd Brendel of Dayton Independent Schools (KY), who shares frontline insights on the importance of knowing where students and staff are throughout the school day. He explains how they manage…

Read More
skilled trades mentorship
Why the Trades Need a Cultural Reset to Attract and Retain the Next Generation
March 3, 2026

The skilled trades are at a critical crossroads. According to an August 2025 report from the Institute for Women’s Policy Research (IWPR), the number of women working in construction and extraction occupations rose to 366,360 in 2024, the highest level ever recorded. Yet despite that growth, women still account for only about 4.3% of construction…

Read More
virtual physical therapy
Virtual Physical Therapy and the Changing Landscape of Athlete Care
March 3, 2026

Virtual care is no longer an experiment—it’s a structural shift in healthcare. Telehealth usage remains significantly higher than pre-2020 levels, and providers across disciplines are rethinking how to deliver higher-quality outcomes without the overhead and insurance constraints of traditional clinics. Meanwhile, recreational and endurance sports participation continues to rise, with millions of Americans registering…

Read More
employer
Why Institution-Wide Employer Alignment Will Define the Next Era of Higher Ed
March 2, 2026

Higher education is at an inflection point. Institutions are facing a demographic cliff in traditional-age enrollment, softening international pipelines, and increasing scrutiny around the return on investment of a degree. At the same time, the World Economic Forum reports that 59 out of every 100 workers globally are projected to require reskilling or upskilling…

Read More