2024/04/01 by Silvia De Rosa, Elena Bignami, Valentina Bellini +1 · 13 citations
Medicine · #Airway Management and Intubation Techniques #Tracheal and airway disorders #Lung Cancer Diagnosis and Treatment
paper · doi:10.1213/ane.0000000000006969
Artificial intelligence (AI) algorithms, particularly deep learning, are automatic and sophisticated methods that recognize complex patterns in imaging data providing high qualitative assessments. Several machine-learning and deep-learning models using imaging techniques have been recently developed and validated to predict difficult airways. Despite advances in AI modeling. In this review article, we describe the advantages of using AI models. We explore how these methods could impact clinical practice. Finally, we discuss predictive modeling for difficult laryngoscopy using machine-learning and the future approach with intelligent intubation devices.