Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT award winner.

Francesco NegriniAndrea CinaIrene FerrarioFabio ZainaSabrina DonzelliFabio GalbuseraStefano Negrini

Published in: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society (2023)

Machine-learning-based classification models have the potential to effectively improve the non-invasive screening for AIS. The results of the study constitute the basis for the development of easy-to-use tools enabling physicians to decide whether to prescribe radiographic imaging.

Keyphrases

machine learning
artificial intelligence
deep learning
big data
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
primary care
prognostic factors
high resolution
patient reported outcomes
risk assessment
photodynamic therapy
patient reported