A Machine Learning–Based Prediction of Diabetes Insipidus in Patients Undergoing Endoscopic Transsphenoidal Surgery for Pituitary Adenoma
Siyuan Hou, Xiaomin Li, Fanyue Meng, Shaokun Liu, Zhenlin Wang
Topics & Concepts
MedicineDiabetes insipidusTranssphenoidal surgeryPituitary adenomaMachine learningReceiver operating characteristicLogistic regressionArtificial intelligenceNeurosurgeryTest setRandom forestDecision treeOtorhinolaryngologySurgeryAdenomaInternal medicineComputer sciencePituitary Gland Disorders and TreatmentsHead and Neck Surgical OncologyCerebral Venous Sinus Thrombosis