Background: Auditory-perceptual assessment of voice is a subjective procedure. Artificial intelligence with deep learning (DL) may improve the consistency and accessibility of this task. It is unclear how a DL model performs on different acoustic features. Aims: To develop a generalizable DL framework for identifying dysphonia using a…

Background: Silent aspiration (SA) is common post-stroke and associated with increased risk of pneumonia, length of stay and healthcare costs. Clinical swallow examinations (CSEs) are unreliable measures of SA. There is no consensus on the clinical components that best detect SA. Cough reflex testing (CRT) is an alternative/adjunct whose SA…

The statistical information that estimates the magnitude of communication disorders among Egyptian children is scarce. At Mansoura University, a prospective study was performed to identify communication disorders among nursery school children in Dakahlia governorate, Egypt to estimate the problem's size among Arabic-speaking Egyptian children…