Gyawali D, Bidwell J, Bhatia SS, Fujiwara A, Mundy T, Baker K, Bartolone E, Patel D, McCoul ED
Abstract
A pretrained deep learning model can segment and classify mucus morphologies encountered during nasal endoscopy. Strong performance for different mucus morphologies supports the detection of sinonasal inflammation. This is the first study to objectively classify mucus morphology in nasal settings.
