DocumentCode :
1767170
Title :
Swallowscope: A smartphone based device for the assessment of swallowing ability
Author :
Jayatilake, Dushyantha ; Suzuki, Kenji ; Teramoto, Yoshiyuki ; Ueno, Tomohiro ; Nakai, K. ; Hidaka, K. ; Ayuzawa, Satoshi ; Eguchi, Kiyoshi ; Matsumura, Akira
Author_Institution :
Fac. of Eng., Inf. & Syst., Univ. of Tsukuba, Tsukuba, Japan
fYear :
2014
fDate :
1-4 June 2014
Firstpage :
697
Lastpage :
700
Abstract :
Dysphagia can cause serious challenges to both physical and mental health. Aspiration due to dysphagia is a major health risk that could cause pneumonia, and even death. As a result, monitoring and managing dysphagia is of utmost importance. This study investigates the development of a smartphone-based device and a feasible real-time swallowing sound processing algorithm for the automatic screening for swallowing ability. The videofluoroscopic swallow study (VFSS), which is considered the gold standard for the diagnosis of dysphagia, is not widely available, expensive and causes exposure to radiation. The screening tests used for dysphagia need to be carried out by trained staff and the evaluations are often non-quantifiable. The Swallowscope we developed is a wearable device based on mobile health, and uses the swallowing sound to quantitatively evaluate swallowing ability. As swallowing sound can be captured continuously and during activities of daily life with minimal intervention, it is an ideal approach to monitor swallowing activities, and its continuous monitoring has a better probability of capturing aspirations and risky swallow patterns. This paper describes the real-time smartphone based algorithm and the application we developed to monitor swallowing activities and evaluates the recognition accuracy by comparing them with VFSS evidence.
Keywords :
audio signal processing; medical disorders; medical signal processing; patient diagnosis; patient monitoring; pattern recognition; smart phones; VFSS evidence; aspirations; automatic screening; continuous monitoring; daily life activities; dysphagia diagnosis; dysphagia monitoring; gold standard; major health risk; mental health; minimal intervention; mobile health; physical health; pneumonia; real-time smartphone based algorithm; real-time swallowing sound processing algorithm; recognition accuracy; risky swallow patterns; screening tests; smartphone-based device; swallowing ability assessment; swallowing activities; swallowscope; videofluoroscopic swallow study; wearable device; Accuracy; Biomedical monitoring; Diseases; Lungs; Microphones; Monitoring; Real-time systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical and Health Informatics (BHI), 2014 IEEE-EMBS International Conference on
Conference_Location :
Valencia
Type :
conf
DOI :
10.1109/BHI.2014.6864459
Filename :
6864459
Link To Document :
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