Craniopharyngioma.AI: An Explainable Ensemble Learning Framework for Personalized Craniopharyngioma Outcome Prediction
Introduction Craniopharyngiomas are rare sellar/suprasellar tumors with long-term postoperative morbidity, including permanent diabetes insipidus (DI) and tumor recurrence. Existing clinical tools offer limited individualized prognostication. We introduce a pilot artificial intelligence (AI) platform to hypothesize pos...