RT Journal Article
SR Electronic
T1 Radiomics in Spine Surgery
JF International Journal of Spine Surgery
JO Int J Spine Surg
FD International Society for the Advancement of Spine Surgery
SP S57
OP S64
DO 10.14444/8501
VO 17
IS S1
A1 Daniel Alsoof
A1 Christopher L. McDonald
A1 Wesley M. Durand
A1 Bassel G. Diebo
A1 Eren O. Kuris
A1 Alan H. Daniels
YR 2023
UL http://ijssurgery.com//content/17/S1/S57.abstract
AB Radiomics is an emerging approach to analyze clinical images with the purpose of revealing quantitative features that are unvisible to the naked eye. Radiomic features can be further combined with clinical data and genomic information to formulate prediction models using machine learning algorithms or manual statistical analysis. While radiomics has been classically applied to tumor analysis, there is promising research in its application to spine surgery, including spinal deformity, oncology, and osteoporosis detection. This article reviews the fundamental principles of radiomic analysis, the current literature relating to the spine, and the limitations of this approach.