Machine learning models predict delayed hyponatremia post-transsphenoidal surgery using clinically available features
Yutaro Fuse, Kazuhito Takeuchi, Hiroshi Nishiwaki, Takahiro Imaizumi, Yuichi Nagata, Kinji Ohno, Ryuta Saito
Topics & Concepts
MedicineLogistic regressionReceiver operating characteristicHyponatremiaTranssphenoidal surgeryComplicationRetrospective cohort studySurgeryMachine learningInternal medicinePituitary adenomaComputer scienceAdenomaPituitary Gland Disorders and TreatmentsElectrolyte and hormonal disordersThyroid and Parathyroid Surgery