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BCMA-MBF: Research on depression prediction based on bidirectional cross-modal attention with multi-task linear fusion.

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Title: BCMA-MBF: Research on depression prediction based on bidirectional cross-modal attention with multi-task linear fusion.
Authors: Wang X; The School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan, Guangdong, China., He R; The School of Computer Science, Guangdong University of Education, Guangzhou, China., Wen S; The School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan, Guangdong, China., Zhou R; The School of Computer Science, Guangdong University of Education, Guangzhou, China., Wang J; The School of Computer Science, Guangdong University of Education, Guangzhou, China. Electronic address: wangjihong@gdei.edu.cn.
Source: Journal of affective disorders [J Affect Disord] 2026 Jan 15; Vol. 393 (Pt B), pp. 120385. Date of Electronic Publication: 2025 Oct 10.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7906073 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-2517 (Electronic) Linking ISSN: 01650327 NLM ISO Abbreviation: J Affect Disord Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: BCMA-MBF: Research on depression prediction based on bidirectional cross-modal attention with multi-task linear fusion.
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  Data: <searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; The School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22He+R%22">He R</searchLink>; The School of Computer Science, Guangdong University of Education, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Wen+S%22">Wen S</searchLink>; The School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Zhongshan, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Zhou+R%22">Zhou R</searchLink>; The School of Computer Science, Guangdong University of Education, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; The School of Computer Science, Guangdong University of Education, Guangzhou, China. Electronic address: wangjihong@gdei.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%227906073%22">Journal of affective disorders</searchLink> [J Affect Disord] 2026 Jan 15; Vol. 393 (Pt B), pp. 120385. <i>Date of Electronic Publication: </i>2025 Oct 10.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%2FNorth-Holland+Biomedical+Press%22">Elsevier/North-Holland Biomedical Press </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>7906073 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1573-2517 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201650327%22">01650327 </searchLink><i>NLM ISO Abbreviation: </i>J Affect Disord <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.jad.2025.120385
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      – Code: eng
        Text: English
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        StartPage: 120385
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      – TitleFull: BCMA-MBF: Research on depression prediction based on bidirectional cross-modal attention with multi-task linear fusion.
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            – D: 15
              M: 01
              Text: 2026 Jan 15
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              Y: 2026
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            – TitleFull: Journal of affective disorders
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