International forum of allergy & rhinology
Predicting Surgical Outcomes in Chronic Rhinosinusitis From Preoperative Patient Data: A Machine Learning Approach.
Arun Raghavan, Ethan Sage, Mahdi Al-Ghezi, Mohamed Aboueisha, Ion Prohnitchi, John Paul Giliberto, Ian Humphreys, Aria Jafari, Waleed M Abuzeid
Published: 202510.1002/alr.70068
Abstract
BACKGROUND: Endoscopic sinus surgery (ESS) fails to adequately address symptoms in some chronic rhinosinusitis (CRS) patients. This study aims to evaluate machine learning models (MLMs) in predicting ESS outcomes from preoperative data. METHODS: CRS…
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