Publications by authors named "Sheng-Hao Cheng"

Hyoid bone excursion (HBE) is one of the most critical events in the pharyngeal phase of swallowing. Most previous studies focused on the total displacement and average velocity of HBE. However, HBE during swallowing is not one-dimensional, and the change of velocity and acceleration is not linear.

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Article Synopsis
  • * A new convolutional neural network-based algorithm enables fully automatic tracking of the hyoid bone and estimation of its motion parameters, like velocity and displacement, without manual input.
  • * Testing on a dataset of 365 swallowing videos demonstrated that the algorithm has high detection rates and reliable measurements, making it a valuable tool for clinical analysis of swallowing disorders.
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Aspiration due to dysphagia can lead to aspiration, which negatively impacts a patient's overall prognosis. Clinically, videofluoroscopic swallow study (VFSS) is considered the gold-standard instrument to determine physiological impairments of swallowing. According to previously published literature, kinematic analyses of VFSS might provide further information regarding aspiration detection.

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