Predicting radiographic outcomes of vertebral body tethering in adolescent idiopathic scoliosis patients using machine learning
Ausilah Alfraihat,
Amer F. Samdani,
Sriram Balasubramanian
Abstract:Anterior Vertebral Body Tethering (AVBT) is a growing alternative treatment for adolescent idiopathic scoliosis (AIS), offering an option besides spinal fusion. While AVBT aims to correct spinal deformity through growth correction, its outcomes have been mixed. To improve surgical outcomes, this study aimed to develop a machine learning-based tool to predict short- and midterm spinal curve correction in AIS patients who underwent AVBT surgery, using the most predictive clinical, radiographic, and surgical para… Show more
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