Lots_of_swallowing_mp4 -

: A test where a small camera is passed through the nose to view the throat during swallowing [8].

: A real-time X-ray (fluoroscopy) that captures multiple swallows of different consistencies to check for disorders [1, 4]. lots_of_swallowing_mp4

: A comprehensive review paper identified 277 publications between 2010 and 2021 focused on automatically detecting bites, chews, and swallows from video recordings [2]. : A test where a small camera is

: Recent studies have developed AI models to automatically diagnose aspiration and penetration from Videofluoroscopic Swallow Study (VFSS) videos [5]. One such system, FEES-CAD , uses convolutional neural networks to classify swallowing issues with expert-level accuracy [8]. : Recent studies have developed AI models to

: Research has been conducted on the automatic detection of the pharyngeal phase in raw videos using 3D convolutional networks to reduce the time needed for manual biomechanical analysis [17].