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Identification of individuals with COPD using biometric voice and cough sound features.

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Title: Identification of individuals with COPD using biometric voice and cough sound features.
Authors: Obase Y; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan. Electronic address: obaseya@gmail.com., Fukahori S; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan., Iriki J; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan., Takazono T; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Infectious Diseases, Nagasaki University Graduate School of Biomedical Sciences, 1-12-4, Sakamoto, Nagasaki, Nagasaki, 852-8102, Japan., Tsukamoto Y; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan., Takemoto S; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan., Sakamoto N; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan., Hamanaka Y; AI & Application Development Department, Technology Development Division, Business Incubation Platform, Sony Group Corporation, 2-10-1, Osaki, Shinagawa-ku, Tokyo, 141-8610, Japan., Watanabe H; AI & Application Development Department, Technology Development Division, Business Incubation Platform, Sony Group Corporation, 2-10-1, Osaki, Shinagawa-ku, Tokyo, 141-8610, Japan., Hirano K; AI & Application Development Department, Technology Development Division, Business Incubation Platform, Sony Group Corporation, 2-10-1, Osaki, Shinagawa-ku, Tokyo, 141-8610, Japan., Fukushima C; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Clinical Research Center, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan., Nishino T; Department of Nephrology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, 852-8501, Nagasaki, Japan., Mukae H; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.
Source: Respiratory investigation [Respir Investig] 2026 Jan; Vol. 64 (1), pp. 101353. Date of Electronic Publication: 2025 Dec 12.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101581124 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2212-5353 (Electronic) Linking ISSN: 22125345 NLM ISO Abbreviation: Respir Investig Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Identification of individuals with COPD using biometric voice and cough sound features.
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  Data: <searchLink fieldCode="AU" term="%22Obase+Y%22">Obase Y</searchLink>; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan. Electronic address: obaseya@gmail.com.<br /><searchLink fieldCode="AU" term="%22Fukahori+S%22">Fukahori S</searchLink>; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.<br /><searchLink fieldCode="AU" term="%22Iriki+J%22">Iriki J</searchLink>; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.<br /><searchLink fieldCode="AU" term="%22Takazono+T%22">Takazono T</searchLink>; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Infectious Diseases, Nagasaki University Graduate School of Biomedical Sciences, 1-12-4, Sakamoto, Nagasaki, Nagasaki, 852-8102, Japan.<br /><searchLink fieldCode="AU" term="%22Tsukamoto+Y%22">Tsukamoto Y</searchLink>; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.<br /><searchLink fieldCode="AU" term="%22Takemoto+S%22">Takemoto S</searchLink>; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.<br /><searchLink fieldCode="AU" term="%22Sakamoto+N%22">Sakamoto N</searchLink>; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.<br /><searchLink fieldCode="AU" term="%22Hamanaka+Y%22">Hamanaka Y</searchLink>; AI & Application Development Department, Technology Development Division, Business Incubation Platform, Sony Group Corporation, 2-10-1, Osaki, Shinagawa-ku, Tokyo, 141-8610, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+H%22">Watanabe H</searchLink>; AI & Application Development Department, Technology Development Division, Business Incubation Platform, Sony Group Corporation, 2-10-1, Osaki, Shinagawa-ku, Tokyo, 141-8610, Japan.<br /><searchLink fieldCode="AU" term="%22Hirano+K%22">Hirano K</searchLink>; AI & Application Development Department, Technology Development Division, Business Incubation Platform, Sony Group Corporation, 2-10-1, Osaki, Shinagawa-ku, Tokyo, 141-8610, Japan.<br /><searchLink fieldCode="AU" term="%22Fukushima+C%22">Fukushima C</searchLink>; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Clinical Research Center, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.<br /><searchLink fieldCode="AU" term="%22Nishino+T%22">Nishino T</searchLink>; Department of Nephrology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, 852-8501, Nagasaki, Japan.<br /><searchLink fieldCode="AU" term="%22Mukae+H%22">Mukae H</searchLink>; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan; Department of Respiratory Medicine, Nagasaki University Hospital, 1-7-1, Sakamoto, Nagasaki, Nagasaki, 852-8501, Japan.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>101581124 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2212-5353 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222125345%22">22125345 </searchLink><i>NLM ISO Abbreviation: </i>Respir Investig <i>Subsets: </i>MEDLINE
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              Text: 2026 Jan
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