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Attention-based Deep Feature Fusion for Automated Dysarthria Severity Classification: A Speech-based Computational Functional Marker Relevant to Neurovascular and Neurodegenerative Conditions.

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Title: Attention-based Deep Feature Fusion for Automated Dysarthria Severity Classification: A Speech-based Computational Functional Marker Relevant to Neurovascular and Neurodegenerative Conditions.
Authors: Kumar SA; Department of Electronics and Communication Engineering, Kumaraguru College of Technology, Coimbatore, 641049, India., Sasikala S; Department of Electronics and Communication Engineering, Kumaraguru College of Technology, Coimbatore, 641049, India.
Source: Current neurovascular research [Curr Neurovasc Res] 2026 May 07. Date of Electronic Publication: 2026 May 07.
Publication Type: Journal Article
Journal Info: Publisher: Bentham Science Publishers Country of Publication: United Arab Emirates NLM ID: 101208439 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1875-5739 (Electronic) Linking ISSN: 15672026 NLM ISO Abbreviation: Curr Neurovasc Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: <searchLink fieldCode="AU" term="%22Kumar+SA%22">Kumar SA</searchLink>; Department of Electronics and Communication Engineering, Kumaraguru College of Technology, Coimbatore, 641049, India.<br /><searchLink fieldCode="AU" term="%22Sasikala+S%22">Sasikala S</searchLink>; Department of Electronics and Communication Engineering, Kumaraguru College of Technology, Coimbatore, 641049, India.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Bentham+Science+Publishers%22">Bentham Science Publishers </searchLink><i>Country of Publication: </i>United Arab Emirates <i>NLM ID: </i>101208439 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1875-5739 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215672026%22">15672026 </searchLink><i>NLM ISO Abbreviation: </i>Curr Neurovasc Res <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42136283
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      – Type: doi
        Value: 10.2174/0115672026447266260424050349
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      – Code: eng
        Text: English
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      – TitleFull: Attention-based Deep Feature Fusion for Automated Dysarthria Severity Classification: A Speech-based Computational Functional Marker Relevant to Neurovascular and Neurodegenerative Conditions.
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            NameFull: Kumar SA
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            NameFull: Sasikala S
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          Dates:
            – D: 07
              M: 05
              Text: 2026 May 07
              Type: published
              Y: 2026
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              Value: 1875-5739
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            – TitleFull: Current neurovascular research
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