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

experiential learning
Flood the Zone: University of Virginia’s New Strategy to Scale Experiential Learning for Every Student
February 16, 2026

Experiential learning is having a bit of a reckoning moment in higher ed. For years, the default answer was “get an internship” or “do a co-op”—as if every student can pause life, relocate for a summer, and take on a high-stakes role that’s supposed to define their future. But students’ realities have changed: many…

Read More
free tools
The True Cost of Free Tools: When Free Platforms Own More of Your Network Than You Do
February 12, 2026

Nowadays, getting a project off the ground usually means moving fast. A quick map gets sketched. A file gets shared. A design gets reviewed in whatever tool is closest at hand. In the moment, it feels efficient — even smart. But in the telecommunications industry, as networks become more automated, location-aware, and powered by AI,…

Read More
telecom
Predictive Networks: How Baron Weather and GIS are Strengthening Telecom Operations
February 12, 2026

Severe weather is no longer an occasional disruption for telecom providers—it’s becoming part of the operating environment. During Hurricane Ida in 2021, the Federal Communications Commission reported that nearly 1,000 cell sites across Louisiana and Mississippi went offline. In 2024, Hurricane Milton left more than 12% of cell sites in impacted areas of Florida…

Read More
The DAISY Foundation: Impacting Nurse Careers Through Recognition
The DAISY Foundation: Impacting Nurse Careers Through Recognition
February 12, 2026

Recognition is often described as a “nice to have” in healthcare, but on this episode of Care Anywhere, it’s framed as something far more essential. Host Lea Sims sits down with Deb Zimmermann, DNP, RN, NEA-BC, FAAN, Chief Executive Officer of The DAISY Foundation, and Bonnie Barnes, FAAN, co-founder of the organization, to explore…

Read More