Automated Clustering Technique (ACT) for Early Onset Scoliosis: A preliminary report.

Girish ViraraghavanPatrick J CahillMichael G VitaleBrendan A Williamsnull nullSriram Balasubramanian

Published in: Spine deformity (2023)

An automated method to cluster EOS patients based on pre-operative clinical indices was developed identifying three unique, data-driven subgroups for each C-EOS etiology category. Adoption of such an automated clustering framework can help improve the standardization of clinical decision-making for EOS.

Keyphrases

early onset
end stage renal disease
decision making
late onset
ejection fraction
newly diagnosed
chronic kidney disease
machine learning
peritoneal dialysis
rna seq
deep learning
high throughput
electronic health record