Developing Machine Learning–Based Predictive Models for Hallux Valgus Recurrence Based on Measurements From Radiographs

Machine learning (ML) is increasingly used to predict the prognosis of numerous diseases. This retrospective analysis aimed to develop a prediction model using ML algorithms and to identify predictors associated with the recurrence of hallux valgus (HV) following surgery.