Automatic quantification of vocal cord movement symmetry based on fibre-optic nasendoscopy video processing
Menon, Radhika and Petropoulakis, Lykourgos and Soraghan, John and Lakany, Heba and MacKenzie, Kenneth and Hilmi, Omar and Di Caterina, Gaetano (2017) Automatic quantification of vocal cord movement symmetry based on fibre-optic nasendoscopy video processing. In: BLA Annual Conference 2017, 2017-09-29, Royal Society of Medicine.
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Abstract
Automatic Quantification of Vocal Cord Movement Symmetry based on Fibre-optic Nasendoscopy Video ProcessingIntroductionClinical subjective assessment of the symmetry of vocal cord movement may lead to variability in diagnosis, particularly in challenging cases. We aimed to enhance diagnostic practices by quantifying vocal cord motion, recorded in nasendoscopy videos, using bespoke image processing to measure vocal cord movement symmetry. Materials & Methods: With patient consent, routine clinical video data of vocal cord motion were recorded using flexible fibre-optic nasendoscopy connected to a 25 frame per second camera. In this study, 3 normal cases and 3 unilateral palsies were examined. A sequence of video frames pertaining to abduction movements were manually selected and input into the custom software for automatic processing. The algorithm executes a novel framework to quantify vocal cord motion, with steps involving glottal area segmentation, estimation of motion between successive frames of delineated vocal cord edges and measurement of movement symmetry. Results: In the normal cases, the horizontal velocity of motion of one vocal cord was at least 80% (±0.58%) of the other. The unilateral paralysed vocal cords were found to achieve only 18% (severe), 58% and 59% motion of the contralateral vocal cord. Conclusion: The results demonstrate a technique to objectively quantify vocal cord movement. Future work involves a comparative study of the results with subjective clinicians’ rating of vocal cord motion, on a discrete 5-point scale. This technique may potentially be used in the diagnosis of subtle vocal cord movement asymmetries and early reduction in vocal cord movement due to pathology, and to aid in the assessment of outcomes of post-surgical interventions.
ORCID iDs
Menon, Radhika ORCID: https://orcid.org/0000-0001-9640-2052, Petropoulakis, Lykourgos ORCID: https://orcid.org/0000-0003-3230-9670, Soraghan, John ORCID: https://orcid.org/0000-0003-4418-7391, Lakany, Heba ORCID: https://orcid.org/0000-0003-3079-0392, MacKenzie, Kenneth, Hilmi, Omar and Di Caterina, Gaetano ORCID: https://orcid.org/0000-0002-7256-0897;-
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Item type: Conference or Workshop Item(Other) ID code: 61499 Dates: DateEvent29 September 2017Published11 July 2017AcceptedSubjects: Medicine > Other systems of medicine
Technology > Electrical engineering. Electronics Nuclear engineeringDepartment: Faculty of Engineering > Electronic and Electrical Engineering
Technology and Innovation Centre > Sensors and Asset Management
Faculty of Engineering > Biomedical Engineering
Faculty of Humanities and Social Sciences (HaSS) > Psychological Sciences and Health > Speech and Language TherapyDepositing user: Pure Administrator Date deposited: 07 Aug 2017 12:57 Last modified: 11 Nov 2024 16:51 URI: https://strathprints.strath.ac.uk/id/eprint/61499