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

governance
Exploring the Intersection of Board Governance, Community Engagement and Creativity with Ann Margolin
February 23, 2026

Behind every city vote, hospital budget or zoning decision is a leader navigating tough, often conflicting priorities. Right now, public leaders are operating in an environment of rising healthcare costs, workforce shortages and heightened community expectations—especially within safety-net systems that collectively provide billions in uncompensated care each year. The stakes are real—they affect patients…

Read More
career-connected
Workforce Alignment, and the New Blueprint for Career-Connected Learning Ecosystems
February 23, 2026

Workforce shortages, shifting federal and state policy, and rising skepticism about the return on investment of a traditional four-year degree have pushed career-connected learning to the forefront of education reform. According to the U.S. Bureau of Labor Statistics, overall employment is expected to increase by nearly 4.7 million jobs between 2022 and 2032, with…

Read More
hiring strategy
AI Is Reshaping Hiring Strategy And Critical Roles Are Shifting to Permanent Talent
February 20, 2026

Artificial intelligence is no longer a future-state discussion—it’s a present-day leadership priority. As enterprises accelerate the adoption of generative AI and automation tools, hiring strategies are evolving alongside broader business transformation. According to McKinsey’s 2025 State of AI report, 88% of organizations now report using AI in at least one business function, underscoring how…

Read More
Larry North
Resilience, Reinvention, and the Relentless Pursuit of Growth: Larry North’s Journey from Fitness Icon to Private Equity Leader
February 20, 2026

Entrepreneurship is being glamorized in real time. Social media highlights overnight wins, AI tools promise instant scale, and private equity is reshaping industries at a rapid clip. Yet behind every “success story” is something far less flashy: failure, adaptability, and the discipline to keep going when life hits hard. According to the U.S. Bureau…

Read More