Tracking the hyoid bone in videofluoroscopic swallowing studies

被引:0
|
作者
Kellen, Patrick M. [1 ]
Becker, Darci [2 ]
Reinhardt, Joseph M. [1 ]
van Daele, Douglas [2 ]
机构
[1] Univ Iowa, Dept Biomed Engn, 1402 SC, Iowa City, IA 52242 USA
[2] Univ Iowa, Dept Otolaryngol, Iowa City, IA 52242 USA
关键词
segmentation; motion; swallowing; dysphagia; videofluoroscopy;
D O I
10.1117/12.771198
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Difficulty swallowing, or dysphagia, has become a growing problem. Swallowing complications can lead to malnutrition, dehydration, respiratory infection, and even death. The current gold standard for analyzing and diagnosing dysphagia is the videofluoroscopic barium swallow study. In these studies, a fluoroscope is used to image the patient ingesting barium solutions of different volumes and viscosities. The hyoid bone anchors many key muscles involved in swallowing and plays a key role in the process. Abnormal hyoid bone motion during a swallow can indicate swallowing dysfunction. Currently in clinical settings, hyoid bone motion is assessed qualitatively, which can be subject to intra-rater and inter-rater bias. This paper presents a semi-automatic method for tracking the hyoid bone that makes quantitative analysis feasible. The user defines a template of the hyoid on one frame, and this template is tracked across subsequent frames. The matching phase is optimized by predicting the position of the template based on kinematics. An expert speech pathologist marked the position of the hyoid on each frame of ten studies to serve as the gold standard. Results from performing Bland-Altman analysis at a 95% confidence interval showed a bias of 0.0 +/- 0.08 pixels in x and -0.08 +/- 0.09 pixels in y between the manually-defined gold standard and the proposed method. The average Pearson's correlation between the gold standard and the proposed method was 0.987 in x and 0.980 in y. This paper also presents a method for automatically establishing a patient-centric coordinate system for the interpretation of hyoid motion. This coordinate system corrects for upper body patient motion during the study and identifies superior-inferior and anterior-posterior motion components. These tools make the use of quantitative hyoid motion analysis feasible in clinical and research settings.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Teaching Speech Pathology Students the Interpretation of Videofluoroscopic Swallowing Studies
    Melissa Wooi
    Amanda Scott
    Alison Perry
    Dysphagia, 2001, 16 : 32 - 39
  • [42] Observer variation in evaluation of videofluoroscopic swallowing studies: A continuing problem
    Ott, DJ
    DYSPHAGIA, 1998, 13 (03) : 148 - 150
  • [43] VIDEOFLUOROSCOPIC EVALUATION OF SWALLOWING - REPLY
    OTT, DJ
    PIKNA, LA
    AMERICAN JOURNAL OF ROENTGENOLOGY, 1994, 163 (01) : 223 - 223
  • [44] Erratum to Teaching Speech Pathology Students the Interpretation of Videofluoroscopic Swallowing Studies
    M. Wooi
    A. Scott
    A. Perry
    Dysphagia, 2001, 16 (3) : 239 - 239
  • [45] Application of deep learning technology for temporal analysis of videofluoroscopic swallowing studies
    Jeong, Seong Yun
    Kim, Jeong Min
    Park, Ji Eun
    Baek, Seung Jun
    Yang, Seung Nam
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [46] Application of deep learning technology for temporal analysis of videofluoroscopic swallowing studies
    Seong Yun Jeong
    Jeong Min Kim
    Ji Eun Park
    Seung Jun Baek
    Seung Nam Yang
    Scientific Reports, 13
  • [47] The effect of time on the automated detection of the pharyngeal phase in videofluoroscopic swallowing studies
    Bandini, Andrea
    Steele, Catriona M.
    2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 3435 - 3438
  • [48] Diagnostic outcome of contrast videofluoroscopic swallowing studies in 216 dysphagic dogs
    Pollard, Rachel E.
    Marks, Stanley L.
    Cheney, Diane M.
    Bonadio, Cecily M.
    VETERINARY RADIOLOGY & ULTRASOUND, 2017, 58 (04) : 373 - 380
  • [49] Swallowing Function Defined by Videofluoroscopic Swallowing Studies after Anterior Cervical Discectomy and Fusion: a Prospective Study
    Kang, Si Hyun
    Kim, Don-Kyu
    Seo, Kyung Mook
    Lee, Sang Yoon
    Park, Seung Won
    Kim, Yong-Baeg
    JOURNAL OF KOREAN MEDICAL SCIENCE, 2016, 31 (12) : 2020 - 2025
  • [50] VIDEOFLUOROSCOPIC IDENTIFICATION OF 2 TYPES OF SWALLOWING
    CURTIS, DJ
    CRUESS, DF
    RADIOLOGY, 1984, 152 (02) : 305 - 308