Machine Learning Prediction of Visual Outcome after Surgical Decompression of Sellar Region Tumors.

SHAP score can be a valuable resource for healthcare professionals in identifying patients with a higher risk of persistent visual deficit. The large-scale and prospective application of the proposed model would strengthen its clinical utility and universal applicability in practice.