Novel Machine Learning Study Aims to Predict Scoliosis Progression in Adolescents — Reducing Radiation Exposure and Overtreatment
247 Health News Editorial
·3 May 2026
·4 min read
·clinical-trialsTurkish researchers are developing machine learning algorithms to predict scoliosis progression in adolescents, potentially reducing radiation exposure and overtreatment. The study combines core stabilisation exercises with predictive modelling to optimise treatment decisions.
Originally reported by ClinicalTrials.gov
References
- 1.Istanbul University. (2024). Machine Learning-Based Prediction of Disease Progression in Adolescent Idiopathic Scoliosis Following Core Stabilization Exercise. ClinicalTrials.gov. NCT07556042. https://clinicaltrials.gov/study/NCT07556042
- 2.Weinstein, S. L., Dolan, L. A., Wright, J. G., & Dobbs, M. B. (2013). Effects of bracing in adolescents with idiopathic scoliosis. New England Journal of Medicine, 369(16), 1512-1521. https://doi.org/10.1056/NEJMoa1307337
- 3.Rajpurkar, P., Chen, E., Banerjee, O., & Topol, E. J. (2022). AI in health and medicine. Nature Medicine, 28(1), 31-38. https://doi.org/10.1038/s41591-021-01614-0
- 4.Negrini, S., Donzelli, S., Aulisa, A. G., Czaprowski, D., Schreiber, S., de Mauroy, J. C., ... & Zaina, F. (2018). 2016 SOSORT guidelines: orthopaedic and rehabilitation treatment of idiopathic scoliosis during growth. Scoliosis and Spinal Disorders, 13(1), 3. https://doi.org/10.1186/s13013-017-0145-8
- 5.Kaelin, A. J. (2020). Adolescent idiopathic scoliosis: indications for bracing and conservative treatments. Annals of Translational Medicine, 8(2), 28. https://doi.org/10.21037/atm.2020.03.48
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247 Health News Editorial
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