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Bridging Neural Topology and Affective Computing: Graph Attention for EEG Emotion Recognition.

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Title: Bridging Neural Topology and Affective Computing: Graph Attention for EEG Emotion Recognition.
Authors: Yang W; School of Computer Science, Xi'an Shiyou University, Xi'an, 710065, P.R. China.; Key Laboratory of Modern Teaching Technology, Ministry of Education, Shaanxi, 710065, Xi'an, P.R. China., Yuan J; School of Computer Science, Xi'an Shiyou University, Xi'an, 710065, P.R. China., Duan B; School of Computer Science, Xi'an Shiyou University, Xi'an, 710065, P.R. China., Chow SKK; Department of Medical Imaging and Radiation Sciences, School of Primary and Allied Health Care, Faculty of Medicine Nursing and Health Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia. steven.chow@monash.edu.
Source: Journal of medical systems [J Med Syst] 2026 Feb 20; Vol. 50 (1). Date of Electronic Publication: 2026 Feb 20.
Publication Type: Journal Article; Review
Journal Info: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 7806056 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-689X (Electronic) Linking ISSN: 01485598 NLM ISO Abbreviation: J Med Syst Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Yang+W%22">Yang W</searchLink>; School of Computer Science, Xi'an Shiyou University, Xi'an, 710065, P.R. China.; Key Laboratory of Modern Teaching Technology, Ministry of Education, Shaanxi, 710065, Xi'an, P.R. China.<br /><searchLink fieldCode="AU" term="%22Yuan+J%22">Yuan J</searchLink>; School of Computer Science, Xi'an Shiyou University, Xi'an, 710065, P.R. China.<br /><searchLink fieldCode="AU" term="%22Duan+B%22">Duan B</searchLink>; School of Computer Science, Xi'an Shiyou University, Xi'an, 710065, P.R. China.<br /><searchLink fieldCode="AU" term="%22Chow+SKK%22">Chow SKK</searchLink>; Department of Medical Imaging and Radiation Sciences, School of Primary and Allied Health Care, Faculty of Medicine Nursing and Health Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia. steven.chow@monash.edu.
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  Data: <searchLink fieldCode="JN" term="%227806056%22">Journal of medical systems</searchLink> [J Med Syst] 2026 Feb 20; Vol. 50 (1). <i>Date of Electronic Publication: </i>2026 Feb 20.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Kluwer+Academic%2FPlenum+Publishers%22">Kluwer Academic/Plenum Publishers </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>7806056 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1573-689X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201485598%22">01485598 </searchLink><i>NLM ISO Abbreviation: </i>J Med Syst <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s10916-026-02345-w
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        Text: English
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      – TitleFull: Bridging Neural Topology and Affective Computing: Graph Attention for EEG Emotion Recognition.
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            NameFull: Yuan J
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              Text: 2026 Feb 20
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              Y: 2026
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