Automated anatomical demarcation using an active shape model for videofluoroscopic analysis in swallowing

Medical Engineering and Physics

Volumn 32, Issue 10, 2010, Pages 1170-1179

  Aung, M S H ^a   Goulermas, J Y ^a   Stanschus, S ^b   Hamdy, S ^c   Power, M ^d  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

^b Klinikum Karlsbad Langensteinbach   (Germany)

^c UNIVERSITY OF MANCHESTER   (United Kingdom)

^d HOPE HOSPITAL   (United Kingdom)

Author keywords

Active shape models (ASM); Corner detection; Dysphagia; Videofluoroscopy (VF)

Indexed keywords

ACTIVE SHAPE MODEL; ACTIVE SHAPE MODELS; ANATOMICAL LANDMARKS; CLINICAL ASSESSMENTS; CLINICAL MEASUREMENTS; CORNER DETECTION; CORNER POINT; DATA SETS; DEFORMABLE TEMPLATES; DETECTION METHODS; DYSPHAGIA; EUCLIDEAN DISTANCE; GOLD STANDARDS; IMAGE INFORMATION; MODEL DEFORMATIONS; MODEL POINTS; POSITIONAL INFORMATION; REFERENCE LINES; TARGET POINT; TEST IMAGES; TRAINING SETS; USER INPUT; VIDEOFLUOROSCOPY (VF); VISUAL INSPECTION;

BIOLOGICAL ORGANS; COMMUNICATION; DEFORMATION; FACE RECOGNITION; VIDEO RECORDING;

IMAGE SEGMENTATION;

ALGORITHM; ARTICLE; CERVICAL SPINE; COMPUTER ASSISTED DIAGNOSIS; DECISION SUPPORT SYSTEM; FLUOROSCOPY; HYOID BONE; IMAGE ANALYSIS; IMAGE DISPLAY; IMAGE QUALITY; LARYNX; MATHEMATICAL COMPUTING; PRIORITY JOURNAL; RELIABILITY; STATISTICAL MODEL; SWALLOWING; VIDEOFLUOROSCOPY;

DEGLUTITION DISORDERS; FLUOROSCOPY; HUMANS; HYOID BONE; LARYNGEAL MUSCLES; MODELS, BIOLOGICAL; PATTERN RECOGNITION, AUTOMATED; PHARYNX; SPINE; VIDEO RECORDING;

EID: 78449236547     PISSN: 13504533     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.medengphy.2010.08.008     Document Type: Article

References (30)

1. Aung M.S.H., Goulermas J.Y., Hamdy S., Stanschus S., Power M. Automated detection of rate changes in pharyngeal bolus head velocities from videofluoroscopy. Dysphagia 2009, 24(4).
2. Aung M.S.H., Goulermas J.Y., Hamdy S., Power M. Spatiotemoral visualisations for the measurement of oropharyngeal transit time from video-fluoroscopy. IEEE Transactions on Biomedical Engineering 2010, 57(2):432-441.
3. Aung M.S.H., Hamdy S., Power M., Stanschus S., Goulermas J.Y. Measuring bolus transit times from videofluoroscopy using image profiles and particle swarm optimisation. Proceedings of the International Conference on Developments in eSystems Engineering 2009.
4. Awrangjeb M., Lu G. Robust image corner detection based on the chord-to-point distance accumulation technique. IEEE Transactions on Multimedia 2008, 10(6):1059-1072.
5. Chang M.W., Lin E., Hwang J.N. Contour tracking using a knowledge-based snake algorithm to construct three-dimensional pharyngeal bolus movement. Dysphagia 1999, 4(4):219-227.
6. Chodorowski A., Mattsson U., Langille M., Hamarneh G. Color lesion boundary detection using live wire. Proceedings of SPIE Medical Imaging 2005, 5747:1589-1596.
7. Cootes T.F., Taylor C.J., Cooper D.H., Graham J. Active shape models - their training and application. Computer Vision and Image Understanding 1995, 61(1):38-59.
8. Ding R., Logemann J.A. Pneumonia in stroke patients: a retrospective study. Dysphagia 2000, 15:51-57.
9. Dodds W.J., Stewart E.T., Logemann J.A. Physiology and radiology of the normal oral and pharyngeal phases of swallowing. American Journal of Roentgenology 1990, 154:965-974.
10. Ekberg O., Borgstrom P.S. A graphic representation of pharyngeal wall motion during swallow: technical note. Dysphagia 1989, 4(1):43-47.
11. Falcão A.X., Udupa J.K., Samarasekera S., Sharma S., Hirsch B.E., de Alencar Lotufo R. User-steered image segmentation paradigms: live wire and live lane. Graphical Models and Image Processing 1998, 60(4):233-260.
12. Gower J.C. Generalized procrustes analysis. Psychometrika 1975, 40:31-51.
13. Han J.H., Poston T.T. Chord-to-point distance accumulation and planar curvature: a new approach to discrete curvature. Pattern Recognition Letters 2001, 22:1133-1144.
14. Kahrilas P.J., Dodds W.J., Dent J., Logemann J.A., Shaker R. Upper esophageal sphincter function during deglutition. Gastroenterology 1988, 95:52-62.
15. Kahrilas P.J. Impaired deglutitive airway protection: a videofluoroscopic analysis of severity and mechanism. Gastroenterology 1997, 113:1457-1464.
16. Kendall K.A., McKenzie S., Leonard R.J., Goncalves M.I., Walker A. Timing of events in normal swallowing: a video-fluoroscopic study. Dysphagia 2000, 15(2):74-83.
17. Kendall K.A., Leonard R.J. Hyoid movement during swallowing in older patients with dysphagia. Archives of Otolaryngology: Head and Neck Surgery 2001, 127:1224-1229.
18. Kumar V.P.D., Thomas T. Automatic estimation of orientation and position of spine in digitized X-rays using mathematical morphology. Journal of Digital Imaging 2005, 18(3):234-241.
19. Logemann J. Manual for the Video-fluorographic Study of Swallowing 1993, Pro-Ed, Austin, TX, USA. 2nd ed.
20. Maestri R., Pistarini C., Bertolli G., Ferri A., Guarnaschelli C., Pinna G.D. Limitations of the computerized laryngeal analyzer (CLA) in the assessment of the swallowing mechanism. Medical Engineering and Physics 2000, 22(3):223-227.
21. Martino R., Pron G., Diamant N. Screening for oropharyngeal dysphagia in stroke: insufficient evidence for guidelines. Dysphagia 2000, 15:19-30.
22. Martino R., Foley N., Bhogal S., Diamant N., Speechley M., Teasell R. Dysphagia after stroke: incidence, diagnosis and complications. Stroke 2005, 36:2756-2763.
23. McCullough G.H, Wertz R.T., Rosenbek J.C., Mills R.H., Webb W.G., Ross K.B. Inter- and intrajudge reliability for video-fluoroscopic swallowing evaluation measures. Dysphagia 2001, 16(2):110-118.
24. Palmer A., Graville D. Improving reliability of interpretation of the modified barium swallow study. Proceedings of the Sixteenth Annual Dysphagia Research Society Meeting 2008, 229.
25. Perlman A., Schulze-Delrieu K.S. Deglutition and Its Disorders: Anatomy, Physiology, Clinical Diagnosis and Management 1997, Singular Publishing Group Inc.
26. Power M.L., Hamdy S., Singh S., Tyrell P.J., Turnbull I., Thompson D.G. Deglutitive laryngeal closure in stroke patients. Journal of Neurology, Neurosurgery, and Psychiatry 2006, 78(2):141-146.
27. Reddy N.P., Katakam A., Gupta V., Unnikrishnan R., Narayanan J., Canilang E.P. Measurements of acceleration during videofluorographic evaluation of dysphagic patients. Medical Engineering and Physics 2000, 22(6):405-412.
28. Scott A., Perry A., Bench J. A study of interrater reliability when using video-fluoroscopy as an assessment of swallowing. Dysphagia 1998, 13(4):223-227.
29. Stoeckli S.J., Huisman T.A.G., Seifert B., Martin-Harris B.J.W. Inter-rater reliability of video-fluoroscopic swallow evaluation. Dysphagia 2003, 18(1):53-57.
30. Zu Y., Yang Z., Perlman A. Structure recognition and tracking of X ray video. Dysphagia 2007, 22(4).