Machine Learning-Based Multiparametric Magnetic Resonance Imaging Radiomic Model for Discrimination of Pathological Subtypes of Craniopharyngioma.

Background: Preoperative, noninvasive discrimination of the craniopharyngioma subtypes is important because it influences the treatment strategy.

Purpose: To develop a radiomic model based on multiparametric magnetic resonance imaging for noninvasive discrimination of pathological subtypes of craniopharyngioma.

Study Type: Retrospective.