How AI Could Change Scoliosis Care

How AI Could Change Scoliosis Care
By Ed Paget, Osteopath & Creator of the Scoliosis Correction Protocol

How AI Could Change Scoliosis Care

Technology is moving fast in scoliosis assessment. Two new tools—digital spine models and AI-based gait screening—are making it easier to detect and monitor scoliosis with more accuracy and less hassle in this short article I’ll describe what they are and how it might affect you.

Digital Spine Models: More Accurate Measurements

Researchers are creating detailed digital models of the spine with an accuracy of about one degree. This is close to what experienced specialists can achieve when measuring your Cobb angle on X-rays. These models will eventually become dynamic, meaning they can track how your spine moves as you bend or walk, not just when you stand still.

For people living with scoliosis, this means fewer repeat X-rays and more precise monitoring of changes over time. Your doctor could see subtle shifts in your curve earlier and adjust your exercise or treatment plan faster.
Read more: arXiv – Static Digital Human Spine Models

Gait-Based AI Screening: Just Walk for a Test

Another breakthrough is gait-based AI screening. Models like ScoNet-MT and Gait-MIL analyze a simple walking video to check for signs of scoliosis. Instead of relying on X-rays or even physical exams alone, a quick video could flag potential issues.
Research source: arXiv – Gait-MIL

This type of screening is especially useful for:

• Teens in school screenings, where early detection matters most

• Adults who haven’t had their curve checked in years

• People in remote areas without easy access to specialists

It’s non-invasive and can be repeated as often as needed without radiation exposure.

How This Supports Your Exercise Program

If you’re following a scoliosis exercise program, accurate measurements and early detection can make your routine more effective. Imagine knowing within weeks—not months—if your curve is holding steady, improving, or starting to worsen.

With more precise data, your therapist or coach can fine-tune your program. That might mean adjusting the intensity, changing the focus from mobility to strength, or adding endurance exercises when needed. It takes the guesswork out and helps you stay ahead of your curve.

What This Means for You

These technologies are not here to replace your doctor or therapist. They add another layer of precision and accessibility. Early detection and close monitoring are key if you want to slow, stop, or improve your curve with exercise or other treatments.

Digital spine models could help your care team see exactly how your curve responds to your program. Gait-based screening could catch progression earlier, before symptoms worsen.

I’ll certainly be watching this space and if the technology becomes commercially available I think it would be a great addition to how I already assess a client with or without their x-rays.
Having said that the research teams have made the data set and code freely available so if anyone knows how to transform THIS into something I can use please let me know.