Wearable Band-Shaped Device and Detection Algorithm for Laryngeal Elevation in Mendelsohn Maneuver

[1]

[2]

[3]

[4]

[5]

[6]

[7]

(c) A case of failed offset time detection.

Fig. 10. Typical examples of the detection of the onset and offset times.

The upper plots show the measurement data and the detection times by

the proposed method and ST. The lower plots show the DTW distances

calculated with all bathtub and long-V template data.

[8]

Ministry of Health, Labour and Welfare (2019, Nov.). Overview of the

Japanese population, p. 15 (in Japanese). [Online]. Available:

https://www.mhlw.go.jp/toukei/saikin/hw/jinkou/kakutei18/dl/00_all.pdf,

Accessed on: Aug. 28, 2020.

Ministry of Health, Labour and Welfare (2019, Nov.). Leading causes of

death by sex and age: Japan, 2018 (deaths, death rates (per 100,000

population), proportion (%)) (in Japanese). [Online]. Available:

https://www.e-stat.go.jp/stat-search/file-download?statInfId=000031883

939&fileKind=1, Accessed on: Aug. 28, 2020

P. E. Marik, “Aspiration Pneumonitis and Aspiration Pneumonia,” N.

Engl. J. Med., vol. 344, no. 9, pp. 665-671, Mar. 2001,

10.1056/NEJM200103013440908.

L. A. Mandell and M. S. Niederman, “Aspiration Pneumonia,” N. Engl. J.

Med., vol. 380, no. 7, pp. 651-663, Feb. 2019, 10.1056/NEJMra1714562.

K. Bodén et al., “Effects of Three Different Swallow Maneuvers

Analyzed by Videomanometry,” Acta Radiol., vol. 47, no. 7, pp. 628-633,

Sep. 2006, 10.1080/02841850600774043.

G. D. Carnaby and L. Harenberg, “What Is "Usual Care" in Dysphagia

Rehabilitation: A Survey of USA Dysphagia Practice Patterns,”

Dysphagia, vol. 28, no. 4, 567-574, 2013.

O. Jones et al. “Dysphagia Therapy Post Stroke: An Exploration of the

Practices and Clinical Decision-Making of Speech-Language

Pathologists in Australia,” International Journal of Speech-Language

Pathology,

vol.

20,

no.

2,

226-237,

Mar.

2018,

10.1080/17549507.2016.1265588.

P. J. Kahrilas et al., “Volitional augmentation of upper esophageal

sphincter opening during swallowing,” Am. J. of physiol., vol. 260, no. 3,

pp. 450-456, 1991.

[9]

[10]

[11]

[12]

[13]

[14]

[15]

[16]

[17]

[18]

[19]

[20]

[21]

[22]

[23]

[24]

[25]

IEEE SENSORS JOURNAL, VOL. XX, NO. XX, MONTH X, XXXX

C. Lazarus et al., “Effects of maneuvers on swallowing function in a

dysphagic oral cancer patient,” HEAD & NECK, vol.15, no.5, pp.419-424,

Sep. 1993, 10.1002/hed.2880150509.

N. Felix et al., “A therapeutic maneuver for oropharyngeal dysphagia in

patients with Parkinson's disease,” Clinics, vol. 63, no. 5, pp. 661-666,

2008, 10.1590/S1807-59322008000500015.

G. H. McCullough et al., “Effects of Mendelsohn maneuver on measures

of swallowing duration post stroke,” Topics in Stroke Rehabilitation, vol.

19, no. 3, pp.234-243, May. 2012, 10.1310/tsr1903-234.

J. Regan et al., “A new evaluation of the upper esophageal sphincter using

the functional lumen imaging probe: a preliminary report, UES evaluation

using FLIP,” Diseases of the Esophagus, vol. 26, no. 2, pp.117-123, Feb.

2013, 10.1111/j.1442-2050.2012.01331.x.

K. M. Wheeler-Hegland et al., “Submental sEMG and Hyoid Movement

During Mendelsohn Maneuver, Effortful Swallow, and Expiratory

Muscle Strength Training,” J. Speech Lang. Hear. Res., vol. 51, no. 5,

pp.1072-1087, Oct. 2008, 10.1044/1092-4388(2008/07-0016).

R. Ding et al., “Surface electromyographic and electroglottographic

studies in normal subjects under two swallow conditions: normal and

during the Mendelsohn manuever,” Dysphagia, vol. 17, no. 1, pp. 1-17,

Jan. 2002, 10.1007/s00455-001-0095-3.

T. Ono et al., “Recent Advances in Sensing Oropharyngeal Swallowing

Function in Japan,” Sensors, vol. 10, no. 1, pp. 176-202, Dec. 2009,

10.3390/s100100176.

M. Sato et al., “Training of laryngeal elevation for elderly people using a

visual biofeedback of larynx movement,” J. Jpn. Soc. Stomatognath.

Funct., vol. 17, no. 2, pp. 150-151, 2010 (in Japanese, abstract in English),

10.7144/sgf.17.150.

D. C. B. Zoratto et al., “Hyolaryngeal Excursion as the Physiological

Source of Swallowing Accelerometry Signals,” Physiol. Meas., vol. 31,

no. 6, pp. 843-855, Jun. 2010, 10.1088/0967-3334/31/6/008.

N. P. Reddy et al., “Biofeedback therapy using accelerometry for treating

dysphagic patients with poor laryngeal elevation : case studies,” The J. of

Rehabil. Res. and Develop., vol. 37, no. 3, pp. 361-372, 2000.

C.-M. Li et al., “Swallowing Training Combined With Game-Based

Biofeedback in Poststroke Dysphagia,” PM&R, vol. 8, no. 8, pp. 773-779,

Aug. 2016, 10.1016/j.pmrj.2016.01.003.

H. Nakamoto et al., “Stretchable Strain Sensor Based on Areal Change of

Carbon Nanotube Electrode,” Sensors Journal, IEEE, vol. 15, no. 4, pp.

2212-2218, Apr. 2015, 10.1109/JSEN.2014.2377022.

H. Sakoe and S. Chiba, “Dynamic programming algorithm optimization

for spoken word recognition,” IEEE Trans. Acoust. Speech Signal

Process.,

vol.

26,

no.

1,

pp.

43-49,

Feb.

1978,

10.1109/TASSP.1978.1163055.

D. J. Berndt and J. Clifford, “Using dynamic time warping to find patterns

in time series,” Proc. of the 3rd Int. Conf. on Knowledge Discovery and

Data Mining, pp. 359-370, 1994.

Y. Sakurai et al., “Stream Monitoring under the Time-Warping

Distance,” Proc. of the 23rd Int. Conf. on Data Eng., pp. 15-20, 2007.

M. Toyoda and Y. Sakurai, “Subsequence Matching in Data Streams,”

NTT Technical Review, vol. 11, no. 1, pp. 1-10, 2013.

J. H. Ward Jr., “Hierarchical Grouping to Optimize an Objective

Function,” J. Am. Statist. Assoc., vol. 58, pp. 236-244, 1963.

Hiroyuki Nakamoto (M’14) received the B.S. and

M.S. degrees and the Ph.D. degree in engineering

from Kobe University, Japan, in 1997, 1999, and

2009, respectively. In 1999, he was a Researcher

with the Hyogo Prefectural Institute of Technology.

In 2008, he was a Chief Researcher with the

Hyogo Prefectural Institute of Technology. In 2011,

he was an Assistant Professor with the Graduate

School of System Informatics, Kobe University.

Since 2016, he has been an Associate Professor

with the Graduate School of System Informatics,

Kobe University. His research interests include tactile sensors,

stretchable sensors, and wearable devices.

Yuki Katsuno received the B.S. and M.S.

degrees from Kobe University, Japan, in 2018,

2020, respectively. His research interests include

stretchable sensors and wearable devices.

Akio Yamamoto received his Ph.D. degree from

Tokyo University. He is a public health nurse and

was an assistant professor at the Graduate

School of health sciences, Kobe University.

Since 2019, he has been an assistant professor

at Osaka Medical College. His research interests

are biomechanics and public health nursing.

Ken Umehara received the M.S. degrees in

health science from Kobe University in 2018. He

is a speech-language-hearing therapist at Mie

Chuo Medical Center and is also a Ph.D. student

at Kobe University. His research interest is

disphagia rehabilitation.

Yusuke Bessho is an employee at the New

Business Promotion Center of Bando Chemical

Industries Ltd. He received his M.S. degree from

Kobe University.

Futoshi Kobayashi (M,00) received the D.Eng.

degree from Nagoya University in 1999. He was

a Research Associate with Nagoya University in

1999, and a Research Associate with the

Graduate School of Science and Technology,

Kobe University, from 2000 to 2005. In 2005, he

was an Associate Professor with Kobe

University, where he is currently an Associate

Professor with the Graduate School of System

Informatics. His research interests include

sensor fusion and multifingered robotic hand.

Akira Ishikawa is a professor at the Graduate

School of Health Sciences, Kobe University. He

received his Ph.D. degree from Nihon University.

His research interest is physiotherapy,

especially pulmonary rehabilitation.

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