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Generalizable deep-learning-based mRNA-protein interaction prediction strongly depends on protein diversity.

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Title: Generalizable deep-learning-based mRNA-protein interaction prediction strongly depends on protein diversity.
Authors: Yu YH; Department of Biomedical Engineering, National Cheng Kung University, University Road, Tainan, 701, Taiwan., Hong HT; Department of Electrical Engineering, National Cheng Kung University, University Road, Tainan, 701, Taiwan., Yang TH; Department of Biomedical Engineering, National Cheng Kung University, University Road, Tainan, 701, Taiwan. thyangza@gs.ncku.edu.tw.; Medical Device Innovation Center, National Cheng Kung University, University Road, Tainan, 701, Taiwan. thyangza@gs.ncku.edu.tw.
Source: Journal of cheminformatics [J Cheminform] 2026 Apr 21; Vol. 18 (1). Date of Electronic Publication: 2026 Apr 21.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101516718 Publication Model: Electronic Cited Medium: Print ISSN: 1758-2946 (Print) Linking ISSN: 17582946 NLM ISO Abbreviation: J Cheminform Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Generalizable deep-learning-based mRNA-protein interaction prediction strongly depends on protein diversity.
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  Data: <searchLink fieldCode="AU" term="%22Yu+YH%22">Yu YH</searchLink>; Department of Biomedical Engineering, National Cheng Kung University, University Road, Tainan, 701, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hong+HT%22">Hong HT</searchLink>; Department of Electrical Engineering, National Cheng Kung University, University Road, Tainan, 701, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+TH%22">Yang TH</searchLink>; Department of Biomedical Engineering, National Cheng Kung University, University Road, Tainan, 701, Taiwan. thyangza@gs.ncku.edu.tw.; Medical Device Innovation Center, National Cheng Kung University, University Road, Tainan, 701, Taiwan. thyangza@gs.ncku.edu.tw.
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  Data: <searchLink fieldCode="JN" term="%22101516718%22">Journal of cheminformatics</searchLink> [J Cheminform] 2026 Apr 21; Vol. 18 (1). <i>Date of Electronic Publication: </i>2026 Apr 21.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101516718 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>1758-2946 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217582946%22">17582946 </searchLink><i>NLM ISO Abbreviation: </i>J Cheminform <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42015301
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        Value: 10.1186/s13321-026-01197-3
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      – Code: eng
        Text: English
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      – TitleFull: Generalizable deep-learning-based mRNA-protein interaction prediction strongly depends on protein diversity.
        Type: main
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            NameFull: Yu YH
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            NameFull: Hong HT
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            – D: 21
              M: 04
              Text: 2026 Apr 21
              Type: published
              Y: 2026
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              Value: 18
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            – TitleFull: Journal of cheminformatics
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