Automated Detection and Evaluation of Swallowing Using a Combined EMGBioimpedance Measurement System
Joint Authors
Schultheiss, Corinna
Schauer, Thomas
Nahrstaedt, Holger
Seidl, Rainer O.
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-07-10
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Introduction.
Developing an automated diagnostic and therapeutic instrument for treating swallowing disorders requires procedures able to reliably detect and evaluate a swallow.
We tested a two-stage detection procedure based on a combined electromyography/bioimpedance (EMBI) measurement system.
EMBI is able to detect swallows and distinguish them from similar movements in healthy test subjects.
Study Design.
The study was planned and conducted as a case-control study (EA 1/019/10, and EA1/160/09, EA1/161/09).
Method.
The study looked at differences in swallowing parameters in general and in the event of penetration during swallows in healthy subjects and in patients with an oropharyngeal swallowing disorder.
A two-stage automated swallow detection procedure which used electromyography (EMG) and bioimpedance (BI) to reliably detect swallows was developed.
Results.
Statistically significant differences between healthy subjects and patients with a swallowing disorder were found in swallowing parameters previously used to distinguish between swallowing and head movements.
Our two-stage algorithm was able to reliably detect swallows (sensitivity = 96.1%, specificity = 97.1%) on the basis of these differences.
Discussion.
Using a two-stage detection procedure, the EMBI measurement procedure is able to detect and evaluate swallows automatically and reliably.
The two procedures (EMBI + swallow detection) could in future form the basis for automated diagnosis and treatment (stimulation) of swallowing disorders.
American Psychological Association (APA)
Schultheiss, Corinna& Schauer, Thomas& Nahrstaedt, Holger& Seidl, Rainer O.. 2014. Automated Detection and Evaluation of Swallowing Using a Combined EMGBioimpedance Measurement System. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-1049492
Modern Language Association (MLA)
Schultheiss, Corinna…[et al.]. Automated Detection and Evaluation of Swallowing Using a Combined EMGBioimpedance Measurement System. The Scientific World Journal No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-1049492
American Medical Association (AMA)
Schultheiss, Corinna& Schauer, Thomas& Nahrstaedt, Holger& Seidl, Rainer O.. Automated Detection and Evaluation of Swallowing Using a Combined EMGBioimpedance Measurement System. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-1049492
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1049492