Classification Model to Discriminate People with and without Pain in the Lower Back and Lower Limb using Symmetry Data

Abstract

Lower limb pain is concomitant with back pain in 61.8% of cases. Specifically, pain in the back and hip is significantly related with knee and ankle pain. Early diagnosis can prevent recurrence of pain. A recent review suggested that classification and prediction of pain using artificial intelligence and machine learning algorithms (decision tree, support vector machine, artificial neural network, k-nearest neighbor, etc.) has significant potential. A classification Classification Model to Discriminate People with and without Pain in the Lower Back and Lower Limb using Symmetry Data