Systems and methods for predicting potential difficult intubation of a subject acquire, using a facial structure analysis system, facial structure data of the subject. The systems and methods also extract, using facial structure analysis software of the facial structure analysis system, at least one facial structure variable value from the facial structure data and obtain a predicted potential difficult intubation value using an airway classification model and the at least one facial structure variable value. The systems and methods generate a report based on the predicted potential difficult intubation value.