Title :
Spatiotemporal Visualizations for the Measurement of Oropharyngeal Transit Time From Videofluoroscopy
Author :
Aung, Min S H ; Goulermas, John Y. ; Hamdy, Shaheen ; Power, Maxine
Author_Institution :
Dept. of Electr. Eng. & Electron., Univ. of Liverpool, Liverpool, UK
Abstract :
Videofluoroscopy remains one of the mainstay methods for clinical swallowing assessment, yet its interpretation is both complex and subjective. This, in part, reflects the difficulties associated with estimation of bolus transit time through the oral and pharyngeal regions by visual inspection, and problems with consistent repeatability. This paper introduces a software-only framework that automatically determines the time taken for the bolus to cross 1-D anatomical landmarks representing the oral and pharyngeal region boundaries (Fig. 1). The user-steered delineation algorithm live-wire and straight-line annotators are used to demarcate the landmark on a frame prior to the swallow action. The rate of change of intensity of the pixels in each landmark is used as the detection feature for bolus presence that can be visualized on a spatiotemporal plot. Artifacts introduced by head and neck movement are removed by updating the landmark coordinates using affine parameters optimized by a genetic-algorithm-based registration method. Heuristics are applied to the spatiotemporal plot to identify the frames during which the bolus passes the landmark. Correlation coefficients between three observers visually inspecting twenty-four 5-mL single swallow clips did not exceed 0.42. Yet the same measurements taken using this framework on the same clips had correlation coefficients exceeding 0.87.
Keywords :
biomechanics; biomedical measurement; biomedical optical imaging; genetic algorithms; heuristic programming; image registration; medical image processing; 1D anatomical landmarks; affine parameters; bolus transit time; clinical swallowing assessment; correlation coefficients; dysphagia; genetic-algorithm-based registration method; heuristics; live-wire annotators; oral region; oropharyngeal transit time measurement; pharyngeal region; software-only framework; spatiotemporal plot; spatiotemporal visualizations; straight-line annotators; user-steered delineation algorithm; videofluoroscopy; visual inspection; Barium; Change detection algorithms; Computer vision; Head; Inspection; Liver diseases; Lungs; Neck; Parkinson´s disease; Pharynx; Spatiotemporal phenomena; Time measurement; Visualization; Image registration; live wire (LW); morphology; mutual information; oral transit time (OTT); pharyngeal transit time (PTT); spatiotemporal visualizations; videofluoroscopy (VF); Deglutition; Fluoroscopy; Humans; Image Processing, Computer-Assisted; Oropharynx; Retrospective Studies; Software; Video Recording;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2009.2019828