An artificial intelligence algorithm for the classification of sphenoid sinus pneumatisation on sinus computed tomography scans.

The CNN described demonstrated a moderately accurate classification of sphenoid pneumatisation subtypes on CT scans. The use of CNN-based assistive tools may enable surgeons to achieve safer operative planning through routine automated reporting allowing greater resources to be directed towards the identification of pathology.