Methods for detection and classification of normal swallowing from muscle activation and sound

2006 Pervasive Health Conference and Workshops, PervasiveHealth

Volumn , Issue , 2006, Pages

  Amft, Oliver ^a   Tröster, Gerhard ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

Bolus viscosity classification; Bolus volume classification; Event detection; Sensor collar; Swallowing detection

Indexed keywords

CONTINUOUS MONITORING; EVENT DETECTION; MICROPHONE SENSORS; MUSCLE ACTIVATION; NON-INVASIVE SENSORS; PERFORMANCE ANALYSIS; PRECISION AND RECALL; VOLUME CLASSIFICATIONS;

VISCOSITY;

EID: 50249163187     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PCTHEALTH.2006.361624     Document Type: Conference Paper

References (32)

1. O. Amft, H. Junker, and G. Tröster, "Detection of eating and drinking arm gestures using inertial body-worn sensors," in ISWC2005: IEEE Proceedings of the Ninth International Symposium on Wearable Computers., October 2005, pp. 160-163.
2. O. Amft, M. Stäger. P. Lukowicz, and G. Tröster, "Analysis of chewing sounds for dietary monitoring," in UbiComp 2005: Proceedings of the 7th International Conference on Ubiquitous Computing., M. Beigl, S. Intille, and J. Rekimoto, Eds. Springer: Lecture Notes in Computer Science, September 2005, pp. 56-72,
3. D. M. Denk, H. Swoboda, and E. Steiner, "Physiology of the larynx," Radiologe, vol. 38, no. 2, pp. 63-70, Feb. 1998, in German,
4. G. Chi-Fishman and B. C. Sonies, "Effects of systematic bolus viscosity and volume changes on hyoid movement kinematics." Dysphagia, vol. 17, no. 4, pp. 278-287, 2002.
5. J. Gates, G. G. Hartnell, and G. D. Gramigna, "Videofluoroscopy and swallowing studies for neurologic disease: a primer." Radiographics, vol. 26, no. 1, p. e22, 2006.
6. J. B. Palmer. J. C. Drennan, and M. Baba, "Evaluation and treatment of swallowing impairments." Am Earn Physician, vol. 61, no. 8, pp. 2453-2462. Apr. 2000.
7. C. Ertekin and I. Aydogdu, "Neurophysiology of swallowing." Clin Neurophysiol, vol. 114, no. 12, pp. 2226-2244," Dec. 2003.
8. V. Gupta, N. P. Reddy, and E. P. Canilang, "Surface EMG measurements at the throat during dry and wet swallowing." Dvsphagia, vol. 11, no. 3, pp. 173-179. 1996.
9. M.-L. Huckabee, S. G. Butler, M. Barclay, and S. Jit, "Submental surface electroinyographic measurement and pharyngeal pressures during normal and effortful swallowing." Arch Phys Med Rehabil, vol. 86, no. 11, pp. 2144-2149, Nov. 2005.
10. W. J. Logan, I F. Kavanagh, and A. W. Wornall, "Sonic correlates of human deglutition." J Appl Physiol, vol. 23, no. 2, pp. 279-284, Aug. 1967.
11. J. A. Y. Cichero and B. E. Murdoch, "Detection of swallowing sounds: methodology revisited." Dysphagia, vol. 17, no. 1, pp. 40-49. 2002.
12. K. Takahashi, M. E. Groher, and K. Michi, "Methodology for detecting swallowing sounds." Dysphagia, vol. 9, no. 1, pp. 54-62. 1994.
13. C. Danbolt, P. Hull L. T. Grahn, and P. Ask, "Validation and characterization of the computerized laryngeal analyzer (CLA) technique." Dysphagia, vol. 14, no. 4. pp. 191-195, 1999.
14. D. Stevens, "Ultrasound swallow." Br Med J, vol. 2, no. 6154, pp. 1789-1790, 1978.
15. T. I. Omari, N. Rommel, M. M. Szczesniak, S. Fuentealba, P. G. Dinning, G. P. Davidson, and I. J. Cook, "Assessment of intraluminal impedance for the detection of pharyngeal bolus flow during swallowing in healthy adults." Am J Physiol Gasiroinlest Liver Physiol, vol. 290, no. 1. pp. G183-G188, Jan. 2006.
16. H. Imam, S. Shay, A. Ali, and M. Baker, "Bolus transit patterns in healthy subjects: a study using simultaneous impedance monitoring, videoesophagram, and esophageal manometry." Am J Physiol Gastrointest Liver Physiol, vol. 288, no. 5. pp. G1000-G1006, May 2005.
17. H. Firmin, S. Reilly, and A. Fourcin, "Non-invasive monitoring of reflexive swallowing," in Speech, Hearing and Language: work in progress. Department of Phonetics and Linguistics, University College London (UCL), 1997, vol. 10.
18. Y. Yamamoto, T. Nakamura, Y. Seki, K. Utsuyama, K. Akashi, and K. Jikuya, "Neck electrical impedance for measurement of swallowing," El Eng Jp, vol. 130, no. 4, pp. 35-44, Jan. 2000.
19. A. Moreau-Gaudry, A. Sabil, G. Benchetrit, and A. Franco, "Use of respiratory inductance plethysmography for the detection of swallowing in the elderly." Dysphagia, vol. 20, no. 4, pp. 297-302. 2005.
20. L. Lazareck and Z. Moussavi, "Classification of normal and dysphagic swallows by acoustical means." IEEE Transactions on Biornedical Engineering, vol. 51, no. 12, pp. 2103-2112, Dec. 2004.
21. M. Pehlivan, N. Yuceyar, C. Ertekin, G. Celebi, M. Ertas, T. Kalayci, and I. Aydogdu, "An electronic device measuring the frequency of spontaneous swallowing: digital phagometer." Dysphagia, vol. 1.1. no. 4. pp. 259-264, 1996.
22. A. Das, N. P. Reddy, and J. Narayanan, "Hybrid fuzzy logic committee neural networks for recognition of swallow acceleration signals." Comput Methods Programs Biomed, vol. 64, no. 2, pp. 87-99, Feb. 2001.
23. A. Limdi, M. McCutcheon. E. Taub, W. Whitehead, and I. Cook. E.W., "Design of a microcontroller-based device for deglutition detection and biofeedback," in EMBS 1989: Proceedings of the Annual International Conference of the IEEE Engineering in Engineering in Medicine and Biology Society, 1989., 9-12 Nov. 1989. pp. 1393-1394 vol. 5.
24. S. M. Suklhankar, N. P. Reddy, E. P. Canilang, L. Stephenson, and R. Thomas, "Design and development of portable biofeedback systems for use in oral dysphagia rehabilitation." Medical engineering & physics, vol. 16, no. 5, pp. 430-435, Sep. 1994.
25. R. O. Dantas, M. K. Kem, B. T. Massey, W. J. Dodds, P. J. Kahrilas, J. G. Brasseur, I. J. Cook, and I. M. Lang, "Effect of swallowed bolus variables on oral and pharyngeal phases of swallowing." AM J Physiol, vol. 258, no. 5 Pt 1, pp. G675-G681, May 1990.
26. J. L. Ruark, G. H. McCullough, R. L. Peters, and C. A. Moore, "Bolus consistency and swallowing in children and adults." Dysphagia, vol. 17, no. 1, pp. 24-33, 2002.
27. R. Ding, J. A. Logemann, C. R. Larson, and A. W. Rademaker, "The effects of taste and consistency on swallow physiology in younger and older healthy individuals: a surface electromyographic study" J Speech Lang Hear Res, vol. 46, no. 4, pp. 977-989, Aug. 2003.
28. J. A. Y. Cichero and B. E. Murdoch, "Acoustic signature of the normal swallow: characterization by age, gender, and bolus volume." Ann Otol Rhinol Laryngol, vol. 111, no. 7 Pt 1, pp. 623-632, Jul. 2002.
29. M. Boiron, P. Rouleau, and H. H. Metman, "Exploration of pharyngeal swallowing by audiosignal recording." Dysphagia, vol. 12, no. 2, pp. 86-92. 1997.
30. E. Keogh, S. Chu, D. Hart, and M. Pazzani, "An online algorithm for segmenting time series." in Proceedings of the IEEE International Conference on Data Mining, 2001.
31. H. Junker, P. Lukowitz, and G. TrAoUster, "Continuous recognition of arm activities with body-worn inertial sensors," in Proceedings of the Eighth International Symposium on Wearable Computers, ISWC, 2004, pp. 188-189.
32. M. Stäger, P. Lukowicz, and G. Tröster, "Dealing with class skew in context recognition," in IWSAWC 2006: 6th International Workshop on Smart Appliances and Wearable Computing, Jul. 2006.