Construction and verification of a machine learning-based prediction model of deep vein thrombosis formation after spinal surgery.

Seven preoperative and intraoperative variables were included in our study to develop an ML-based predictive model for DVT formation following spinal surgery, and this model can be used to assist in clinical evaluation and decision-making.