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Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system

OBJECTIVES: Daily assessments of swallowing function and interventions such as rehabilitation and dietary adjustments are necessary to improve dysphagia. Cervical auscultation is convenient for health care providers for assessing swallowing ability. Although this method allows for swallowing sound e...

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Autores principales: Suzuki, Kazuma, Shimizu, Yoshitaka, Ohshimo, Shinichiro, Oue, Kana, Saeki, Noboru, Sadamori, Takuma, Tsutsumi, Yasuo, Irifune, Masahiro, Shime, Nobuaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8874105/
https://www.ncbi.nlm.nih.gov/pubmed/35018714
http://dx.doi.org/10.1002/cre2.531
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author Suzuki, Kazuma
Shimizu, Yoshitaka
Ohshimo, Shinichiro
Oue, Kana
Saeki, Noboru
Sadamori, Takuma
Tsutsumi, Yasuo
Irifune, Masahiro
Shime, Nobuaki
author_facet Suzuki, Kazuma
Shimizu, Yoshitaka
Ohshimo, Shinichiro
Oue, Kana
Saeki, Noboru
Sadamori, Takuma
Tsutsumi, Yasuo
Irifune, Masahiro
Shime, Nobuaki
author_sort Suzuki, Kazuma
collection PubMed
description OBJECTIVES: Daily assessments of swallowing function and interventions such as rehabilitation and dietary adjustments are necessary to improve dysphagia. Cervical auscultation is convenient for health care providers for assessing swallowing ability. Although this method allows for swallowing sound evaluations, sensory evaluations with this method are difficult. Thus, we aimed to assess swallowing sound by the combined use of an electronic stethoscope and an artificial intelligence (AI) system that incorporates sound recognition. MATERIAL AND METHODS: Herein, 20 fifth‐year dentistry student volunteers were included; each participant was drank 10 ml and then 20 ml of water in different positions (sitting and supine). We developed an algorithm for indexing bolus inflow sounds using AI, which compared the swallowing sounds and created a new index. RESULTS: The new index value used for swallowing sound was significantly higher in men than in women and in the sitting position than in the supine position. A software for acoustic analysis confirmed that the swallowing index was significantly higher in men than in women as well as in the sitting position than in the supine position. These results were similar to those obtained using the new index. However, the new index substantially differed between sexes in terms of posture compared with effective sound pressure. CONCLUSIONS: We developed a new algorithm for indexing swallowing sounds using a stethoscope and an AI system, which could identify swallowing sounds. For future research and development, evaluations of patients with dysphagia are necessary to determine the efficacy of the new index for bedside screening of swallowing conditions.
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spelling pubmed-88741052022-02-28 Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system Suzuki, Kazuma Shimizu, Yoshitaka Ohshimo, Shinichiro Oue, Kana Saeki, Noboru Sadamori, Takuma Tsutsumi, Yasuo Irifune, Masahiro Shime, Nobuaki Clin Exp Dent Res Original Articles OBJECTIVES: Daily assessments of swallowing function and interventions such as rehabilitation and dietary adjustments are necessary to improve dysphagia. Cervical auscultation is convenient for health care providers for assessing swallowing ability. Although this method allows for swallowing sound evaluations, sensory evaluations with this method are difficult. Thus, we aimed to assess swallowing sound by the combined use of an electronic stethoscope and an artificial intelligence (AI) system that incorporates sound recognition. MATERIAL AND METHODS: Herein, 20 fifth‐year dentistry student volunteers were included; each participant was drank 10 ml and then 20 ml of water in different positions (sitting and supine). We developed an algorithm for indexing bolus inflow sounds using AI, which compared the swallowing sounds and created a new index. RESULTS: The new index value used for swallowing sound was significantly higher in men than in women and in the sitting position than in the supine position. A software for acoustic analysis confirmed that the swallowing index was significantly higher in men than in women as well as in the sitting position than in the supine position. These results were similar to those obtained using the new index. However, the new index substantially differed between sexes in terms of posture compared with effective sound pressure. CONCLUSIONS: We developed a new algorithm for indexing swallowing sounds using a stethoscope and an AI system, which could identify swallowing sounds. For future research and development, evaluations of patients with dysphagia are necessary to determine the efficacy of the new index for bedside screening of swallowing conditions. John Wiley and Sons Inc. 2022-01-11 /pmc/articles/PMC8874105/ /pubmed/35018714 http://dx.doi.org/10.1002/cre2.531 Text en © 2022 The Authors. Clinical and Experimental Dental Research published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Suzuki, Kazuma
Shimizu, Yoshitaka
Ohshimo, Shinichiro
Oue, Kana
Saeki, Noboru
Sadamori, Takuma
Tsutsumi, Yasuo
Irifune, Masahiro
Shime, Nobuaki
Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
title Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
title_full Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
title_fullStr Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
title_full_unstemmed Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
title_short Real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
title_sort real‐time assessment of swallowing sound using an electronic stethoscope and an artificial intelligence system
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8874105/
https://www.ncbi.nlm.nih.gov/pubmed/35018714
http://dx.doi.org/10.1002/cre2.531
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