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Mild Cognitive Impairment Detection System Based on Unstructured Spontaneous Speech: Longitudinal Dual-Modal Framework.

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Title: Mild Cognitive Impairment Detection System Based on Unstructured Spontaneous Speech: Longitudinal Dual-Modal Framework.
Authors: Liao YS; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan., Wai T; Department of Computer Science and Information Engineering, National Taiwan University, No. 1, Sec 4, Roosevelt Rd, Taipei, Taiwan, 886 0233663366., Liao TY; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan., Chang HL; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan., Chang YL; Department of Psychology, National Taiwan University, Taipei, Taiwan., Fu LC; Department of Computer Science and Information Engineering, National Taiwan University, No. 1, Sec 4, Roosevelt Rd, Taipei, Taiwan, 886 0233663366.; Center of Artificial intelligence Research, University of Tsukuba, Tsukuba, Ibaraki, Japan.
Source: JMIR medical informatics [JMIR Med Inform] 2026 Jan 15; Vol. 14, pp. e80883. Date of Electronic Publication: 2026 Jan 15.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Mild Cognitive Impairment Detection System Based on Unstructured Spontaneous Speech: Longitudinal Dual-Modal Framework.
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  Data: <searchLink fieldCode="AU" term="%22Liao+YS%22">Liao YS</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wai+T%22">Wai T</searchLink>; Department of Computer Science and Information Engineering, National Taiwan University, No. 1, Sec 4, Roosevelt Rd, Taipei, Taiwan, 886 0233663366.<br /><searchLink fieldCode="AU" term="%22Liao+TY%22">Liao TY</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+HL%22">Chang HL</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+YL%22">Chang YL</searchLink>; Department of Psychology, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fu+LC%22">Fu LC</searchLink>; Department of Computer Science and Information Engineering, National Taiwan University, No. 1, Sec 4, Roosevelt Rd, Taipei, Taiwan, 886 0233663366.; Center of Artificial intelligence Research, University of Tsukuba, Tsukuba, Ibaraki, Japan.
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  Data: <searchLink fieldCode="JN" term="%22101645109%22">JMIR medical informatics</searchLink> [JMIR Med Inform] 2026 Jan 15; Vol. 14, pp. e80883. <i>Date of Electronic Publication: </i>2026 Jan 15.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101645109 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2291-9694 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222919694%22">22919694 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Med Inform <i>Subsets: </i>MEDLINE
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              Text: 2026 Jan 15
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