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Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device
Gastric cancer patients having undergone gastrectomy are at a high risk of becoming malnourished owing to decreased gastric function. To prevent malnutrition, patients need to thoroughly chew a mouthful of food at least 30 times. For these gastrectomy patients requiring dietary support, we developed...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5896416/ https://www.ncbi.nlm.nih.gov/pubmed/29796232 http://dx.doi.org/10.1155/2018/6161525 |
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author | Taniguchi, Kazuhiro Kondo, Hisashi Tanaka, Toshiya Nishikawa, Atsushi |
author_facet | Taniguchi, Kazuhiro Kondo, Hisashi Tanaka, Toshiya Nishikawa, Atsushi |
author_sort | Taniguchi, Kazuhiro |
collection | PubMed |
description | Gastric cancer patients having undergone gastrectomy are at a high risk of becoming malnourished owing to decreased gastric function. To prevent malnutrition, patients need to thoroughly chew a mouthful of food at least 30 times. For these gastrectomy patients requiring dietary support, we developed a chewing-count measurement device named earable RCC using an earphone-type sensor. Experiments to evaluate the performance of this device were conducted on six healthy volunteers who participated in “gum-chewing tests” and “almond-eating tests.” The precision calculated based on the results was ≥0.958, indicating that the earphone-type chewing-count measurement device could experimentally distinguish chewing from other actions. In addition, the recall calculated from the test results was ≥0.937, showing that the device does not miss chewing actions and can accurately count the number of chews with high probability at the timing of chewing. The experimental results also imply that earphone-type sensors may be used to measure swallowing, occlusal force, and tongue motion. Our future plans include clinical testing of the earphone-type chewing-count measurement device to determine its utility in patients who have undergone gastrectomy. We also intend to expand the application of this device for use in other patients to aid in dementia prevention and dietary support. |
format | Online Article Text |
id | pubmed-5896416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-58964162018-05-24 Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device Taniguchi, Kazuhiro Kondo, Hisashi Tanaka, Toshiya Nishikawa, Atsushi J Healthc Eng Research Article Gastric cancer patients having undergone gastrectomy are at a high risk of becoming malnourished owing to decreased gastric function. To prevent malnutrition, patients need to thoroughly chew a mouthful of food at least 30 times. For these gastrectomy patients requiring dietary support, we developed a chewing-count measurement device named earable RCC using an earphone-type sensor. Experiments to evaluate the performance of this device were conducted on six healthy volunteers who participated in “gum-chewing tests” and “almond-eating tests.” The precision calculated based on the results was ≥0.958, indicating that the earphone-type chewing-count measurement device could experimentally distinguish chewing from other actions. In addition, the recall calculated from the test results was ≥0.937, showing that the device does not miss chewing actions and can accurately count the number of chews with high probability at the timing of chewing. The experimental results also imply that earphone-type sensors may be used to measure swallowing, occlusal force, and tongue motion. Our future plans include clinical testing of the earphone-type chewing-count measurement device to determine its utility in patients who have undergone gastrectomy. We also intend to expand the application of this device for use in other patients to aid in dementia prevention and dietary support. Hindawi 2018-02-12 /pmc/articles/PMC5896416/ /pubmed/29796232 http://dx.doi.org/10.1155/2018/6161525 Text en Copyright © 2018 Kazuhiro Taniguchi et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Taniguchi, Kazuhiro Kondo, Hisashi Tanaka, Toshiya Nishikawa, Atsushi Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device |
title | Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device |
title_full | Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device |
title_fullStr | Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device |
title_full_unstemmed | Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device |
title_short | Earable RCC: Development of an Earphone-Type Reliable Chewing-Count Measurement Device |
title_sort | earable rcc: development of an earphone-type reliable chewing-count measurement device |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5896416/ https://www.ncbi.nlm.nih.gov/pubmed/29796232 http://dx.doi.org/10.1155/2018/6161525 |
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