Predicting 90-Day and 1-Year Mortality in Spinal Metastatic Disease: Development and Internal Validation

Abstract

Preoperative estimation of 90-d and 1-yr mortality was achieved with assessment of more flexible modeling techniques such as machine learning. Integration of these models into applications and patient-centered explanations of predictions represent opportunities for incorporation into healthcare systems as decision tools in the future.