Predictive models based on machine learning for bone metastasis in patients with diagnosed colorectal cancer

Abstract

Our study developed an SVM model with poly as kernel function for predicting BM in CRC patients. SVM model could improve personalized clinical decision-making, help rationalize the bone metastasis screening process, and reduce the burden on healthcare systems and patients.