A machine learning model to precisely immunohistochemically classify pituitary adenoma subtypes with radiomics based on preoperative magnetic resonance imaging
AiJun Peng, Huming Dai, Haihan Duan, YaXing Chen, Jianhan Huang, Liangxue Zhou, Liangyin Chen
Topics & Concepts
MedicineMagnetic resonance imagingPituitary adenomaSupport vector machineArtificial intelligenceRadiomicsImmunohistochemistryAdenomaFeature (linguistics)Naive Bayes classifierRadiologyPathologyComputer sciencePhilosophyLinguisticsPituitary Gland Disorders and TreatmentsRadiomics and Machine Learning in Medical ImagingGlioma Diagnosis and Treatment