Skip to content
‹ Back to IndustriesHealthcare

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…

This story was produced through MarketScale. See how Healthcare teams put it to work with Executive Thought Leadership.

·
Share

Free workspace

Turn your Healthcare expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

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

Your experts belong here

Every story in MarketScale Healthcare starts with a company putting its clinicians, service-line leaders, and field engineers on the record. Buyers are already reading this topic. The only question is whose experts they find.

Service-line buyers vet vendors quietly, and your clinicians become the proof they find while doing it.

Book DemoSee how it works15 minutes, straight to a calendar.
B2B Weekly

The week in Healthcare, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Healthcare: are you visible to AI?

Before they reach out, Healthcare buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Healthcare expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your clinicians, service-line leaders, and field engineers into the articles, video, and social content Healthcare buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Healthcare Insights

Why ECG device makers may stop rebuilding arrhythmia analysis from scratch

Why ECG device makers may stop rebuilding arrhythmia analysis from scratch

Monebo's Kinetic Software Library provides ectopic beat detection, QRS feature extraction, and heart rate and rhythm analysis for ECG devices. For ECG device engineering and regulatory teams, rhythm analysis could become a choice between building it and licensing it.

  • 01Fifty-one later FDA clearances trace their predicate lineage to Monebo's earlier libraries, a track record anyone evaluating the new one can check.

Nov 1, 2026

AI Takes Center Stage at AHA 2026. Experts Warn It Must Be Built for Everyone

AI Takes Center Stage at AHA 2026. Experts Warn It Must Be Built for Everyone

AI-enabled ECG, echocardiography and imaging studies are a major theme at the American Heart Association's Scientific Sessions 2026 in Chicago, November 6 to 9. A Frontiers in Cardiovascular Medicine policy brief led by Emory cardiologist Dr. Jose R. Medina-Inojosa argues precision cardiology must be designed with equity from inception. He says the biggest factor is not algorithm accuracy but the pathway from result to clinical action.

  • 01AHA 2026 late-breakers on AI include WATCH-LV, AI ECHO INSIGHT, PROVAR+ and LIFE-AI, all presented Monday, November 9.
  • 02Medina-Inojosa says equity from inception means training and validating on representative data and reporting subgroup performance before deployment.
  • 03Programs in Nigeria and Uganda show AI-ECG and AI-guided echo can extend cardiac care where specialists are scarce.

Nov 1, 2026

Medicus report projects 24% more surgery center cases and 2027 anesthesiology, GI shortages

Medicus report projects 24% more surgery center cases and 2027 anesthesiology, GI shortages

Ambulatory surgery center volumes are projected to rise 24% over the next decade, with anesthesiology and gastroenterology shortages projected for 2027. That puts potential staffing constraints early in the growth period, so operators planning coverage may find the nearer 2027 date sets the pace.

  • 01A 24% ten-year forecast and a 9% forecast for 2023 to 2028 measure different windows; check the time frame and start year before putting either in a budget.
  • 02With about nine in ten ASCs at least partly physician-owned, a staffing gap could hit physician owners directly as clinicians and investors.

Oct 30, 2026

Explore More Healthcare Insights

Read more expert perspectives from across Healthcare.

Browse Healthcare Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Healthcare and beyond.

Book a Demo

Or call us. No forms required. We pick up. 214-945-2512