Swallowing sound evaluation using an electronic stethoscope and artificial intelligence analysis for patients with amyotrophic lateral sclerosis

被引:7
|
作者
Nakamori, Masahiro [1 ]
Ishikawa, Ruoyi [1 ]
Watanabe, Tomoaki [1 ]
Toko, Megumi [1 ]
Naito, Hiroyuki [1 ]
Takahashi, Tamayo [2 ]
Simizu, Yoshitaka [2 ]
Yamazaki, Yu [1 ]
Maruyama, Hirofumi [1 ]
机构
[1] Hiroshima Univ, Dept Clin Neurosci & Therapeut, Grad Sch Biomed & Hlth Sci, Hiroshima, Japan
[2] Hiroshima Univ, Dept Dent Anesthesiol, Grad Sch Biomed & Hlth Sci, Hiroshima, Japan
来源
FRONTIERS IN NEUROLOGY | 2023年 / 14卷
关键词
electronic stethoscope; artificial intelligence; swallowing sound index; dysphagia; amyotrophic lateral sclerosis; TONGUE PRESSURE; ALS; ASPIRATION; SURVIVAL;
D O I
10.3389/fneur.2023.1212024
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and purposeNon-invasive, simple, and repetitive swallowing evaluation is required to prevent aspiration pneumonia in neurological care. We investigated the usefulness of swallowing sound evaluation in patients with amyotrophic lateral sclerosis (ALS) using our new electronic stethoscope artificial intelligence (AI) analysis tool. MethodsWe studied patients with ALS who provided written informed consent. We used an electronic stethoscope, placed a Bluetooth-enabled electronic stethoscope on the upper end of the sternum, performed a 3-mL water swallow three times, and remotely identified the intermittent sound components of the water flow caused at that time by AI, with the maximum value as the swallowing sound index. We examined the correlation between the swallowing sound index and patient background, including swallowing-related parameters. ResultsWe evaluated 24 patients with ALS (age 64.0 & PLUSMN; 11.8 years, 13 women, median duration of illness 17.5 months). The median ALS Functional Rating Scale-Revised (ALSFRS-R) score was 41 (minimum 18, maximum 47). In all cases, the mean swallowing sound index was 0.209 & PLUSMN; 0.088. A multivariate analysis showed that a decrease in the swallowing sound index was significantly associated with a low ALSFRS-R score, an ALSFRS-R bulbar symptom score, % vital capacity, tongue pressure, a Mann Assessment of Swallowing Ability (MASA) score, and a MASA pharyngeal phase-related score. ConclusionSwallowing sound evaluation using an electronic stethoscope AI analysis showed a correlation with existing indicators in swallowing evaluation in ALS and suggested its usefulness as a new method. This is expected to be a useful examination method in home and remote medical care.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Swallowing sound index analysis using electronic stethoscope and artificial intelligence for patients with Parkinson's disease
    Nakamori, Masahiro
    Shimizu, Yoshitaka
    Takahashi, Tamayo
    Toko, Megumi
    Yamada, Hidetada
    Hayashi, Yuki
    Ushio, Kai
    Yoshikawa, Kohei
    Hiraoka, Aya
    Yoshikawa, Mineka
    Nagasaki, Toshikazu
    Mikami, Yukio
    Maruyama, Hirofumi
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2023, 454
  • [2] 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
    CLINICAL AND EXPERIMENTAL DENTAL RESEARCH, 2022, 8 (01): : 225 - 230
  • [3] Tongue thickness evaluation using ultrasonography can predict swallowing function in amyotrophic lateral sclerosis patients
    Nakamori, Masahiro
    Hosomi, Naohisa
    Takaki, Sachiko
    Oda, Masaya
    Hiraoka, Aya
    Yoshikawa, Mineka
    Matsushima, Hayato
    Ochi, Kazuhide
    Tsuga, Kazuhiro
    Maruyama, Hirofumi
    Izumi, Yuishin
    Matsumoto, Masayasu
    CLINICAL NEUROPHYSIOLOGY, 2016, 127 (02) : 1669 - 1674
  • [4] Fiberoptic endoscopy evaluation of swallowing in patients with amyotrophic lateral sclerosis
    D'Ottavianol, Fabiana Goncalez
    Linhares Filho, Tarcisio Aguiar
    Tavares de Andrade, Helen Maia
    Lopes Alves, Percilia Cardoso
    Guimaraes Rocha, Maria Sheila
    BRAZILIAN JOURNAL OF OTORHINOLARYNGOLOGY, 2013, 79 (03) : 349 - 353
  • [5] Artificial intelligence empowered voice generation for amyotrophic lateral sclerosis patients
    Regondi, Stefano
    Donvito, Giordana
    Frontoni, Emanuele
    Kostovic, Milutin
    Minazzi, Fabio
    Bratieres, Sebastien
    Filosto, Massimiliano
    Pugliese, Raffaele
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [6] Use of Fiberoptic Endoscopic Evaluation of Swallowing (FEES) in Patients with Amyotrophic Lateral Sclerosis
    Steven B. Leder
    Steven Novella
    Huned Patwa
    Dysphagia, 2004, 19 : 177 - 181
  • [7] The Balloon-Based Manometry Evaluation of Swallowing in Patients with Amyotrophic Lateral Sclerosis
    Tomik, Jerzy
    Tomik, Barbara
    Gajec, Sebastian
    Ceranowicz, Piotr
    Pihut, Malgorzata
    Olszanecki, Rafal
    Strek, Pawel
    Skladzien, Jacek
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (04):
  • [8] Artificial intelligence for screening and diagnosis of amyotrophic lateral sclerosis: a systematic review and meta-analysis
    Umar, Tungki Pratama
    Jain, Nityanand
    Papageorgakopoulou, Manthia
    Shaheen, Rahma Sameh
    Alsamhori, Jehad Feras
    Muzzamil, Muhammad
    Kostiks, Andrejs
    AMYOTROPHIC LATERAL SCLEROSIS AND FRONTOTEMPORAL DEGENERATION, 2024, 25 (5-6) : 425 - 436
  • [9] Digital cineradiographic study of swallowing in patients with amyotrophic lateral sclerosis
    Lo Re G.
    Galia M.
    La Grutta L.
    Russo S.
    Runza G.
    Taibbi A.
    D'Agostino T.
    Lo Greco V.
    Bartolotta T.V.
    Midiri M.
    Cardinale A.E.
    De Maria M.
    Lagalla R.
    La radiologia medica, 2007, 112 (8) : 1173 - 1187
  • [10] Assessment of swallowing by oropharyngoesophageal scintigraphy in patients with amyotrophic lateral sclerosis
    Fattori, Bruno
    Grosso, Mariano
    Bongioanni, Paolo
    Nacci, Andrea
    Cristofani, Renza
    AlSharif, Abedallatif
    Licitra, Rosaria
    Matteucci, Fabio
    Rossi, Bruno
    Rubello, Domenico
    Ursino, Francesco
    Mariani, Giuliano
    DYSPHAGIA, 2006, 21 (04) : 280 - 286