Evidence map›Paper›PMID 40545474›Full record

ArticleGeriatrics & gerontology international2025

Application of an artificial intelligence-assisted electronic stethoscope for evaluating swallowing function decline across age groups and sex in Japan.

Koichiro Matsuo, Kenji Suzuki, Risako Mikami, Rena Hidaka, Dushyantha Jayatilake, Murali Srinivasan, Manabu Kanazawa

Abstract read
In one paragraph

Article in Geriatrics & gerontology international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Koichiro MatsuoDepartment of Oral Health Sciences for Community Welfare, Graduate School of Medical and Dental Sciences, Institute of Science Tokyo, Tokyo, Japan.ORCID https://orcid.org/0000-0002-4778-1954
Kenji SuzukiInstitute of Systems and Information Engineering, University of Tsukuba, Tsukuba, Japan.
Risako MikamiDepartment of Advanced Biomaterials, Graduate School of Medical and Dental Sciences, Institute of Science Tokyo, Tokyo, Japan.
Rena HidakaDepartment of Oral Health Sciences for Community Welfare, Graduate School of Medical and Dental Sciences, Institute of Science Tokyo, Tokyo, Japan.
Dushyantha JayatilakePLIMES, Inc., Tsukuba, Japan.
Murali SrinivasanClinic of General-, Special Care- and Geriatric Dentistry, Center for Dental Medicine, University of Zürich, Zurich, Switzerland.ORCID https://orcid.org/0000-0003-3365-576X
Manabu KanazawaClinic of General-, Special Care- and Geriatric Dentistry, Center for Dental Medicine, University of Zürich, Zurich, Switzerland.ORCID https://orcid.org/0000-0003-2587-5455

Funding

GC CorporationJapan Agency for Medical Research and Development JP23rea522114
6 · The paper itself

Abstract

aimThis preliminary investigation examined whether pharyngeal clearance time (PCT) measured by a neck-worn electronic stethoscope (NWES) differed by age and sex.

methodsA total of 155 healthy adults consented to participate and were categorized into three age groups: young (20-39 years), middle (40-64 years) and old (≥65 years). The participants were asked to perform two swallows of 5 mL of water. The swallowing acoustics were recorded by the NWES, and the PCT was automatically calculated from the recorded data. Additionally, the seven subcategories of oral hypofunction were assessed. Differences in the PCT between age groups and sexes were tested using two-way ANOVA (P < 0.05). Pearson's correlation coefficient was used to confirm the relation between PCT and other oral function measurement items. Linear regression analysis was also performed with PCT as the dependent variable along with age and sex as independent variables.

resultsPCT was significantly longer in the old group than in the young group (P = 0.032), although no sex predilection was observed. No significant correlations were found between PCT and other oral function items, including a self-administered dysphagia questionnaire. However, PCT demonstrated a significant positive correlation with age in a linear regression model (standardized partial correlation coefficient, 0.165; P = 0.005), but not with sex.

conclusionsThis study demonstrated that PCT measured by the NWES became significantly prolonged in older adults, suggesting the potential of the NWES as a noninvasive, quantitative tool for assessing age-related changes in swallowing function. Geriatr Gerontol Int 2025; 25: 1136-1141.

Indexed as

Artificial IntelligenceDeglutitionDeglutition DisordersStethoscopesAdultAgedAge FactorsFemaleHumansJapanMaleMiddle AgedSex FactorsYoung Adultgeriatric dentistryneck‐worn electronic stethoscopeoral hypofunctionpharyngeal clearance timeswallowing function

Identifiers

PMID40545474
PMCPMC12336426

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.