Recent trends in machine learning and deep learning-based prediction of G-protein coupled receptor-ligand binding affinities.

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Title: Recent trends in machine learning and deep learning-based prediction of G-protein coupled receptor-ligand binding affinities.
Authors: Stephenson J; Department of Natural Sciences, Bowie State University, Bowie, MD, United States., Karnati KR; Department of Natural Sciences, Bowie State University, Bowie, MD, United States.
Source: Frontiers in bioinformatics [Front Bioinform] 2026 Jan 12; Vol. 5, pp. 1712577. Date of Electronic Publication: 2026 Jan 12 (Print Publication: 2025).
Publication Type: Journal Article; Review
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 9918227263306676 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-7647 (Electronic) Linking ISSN: 26737647 NLM ISO Abbreviation: Front Bioinform Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Recent trends in machine learning and deep learning-based prediction of G-protein coupled receptor-ligand binding affinities.
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  Data: <searchLink fieldCode="AU" term="%22Stephenson+J%22">Stephenson J</searchLink>; Department of Natural Sciences, Bowie State University, Bowie, MD, United States.<br /><searchLink fieldCode="AU" term="%22Karnati+KR%22">Karnati KR</searchLink>; Department of Natural Sciences, Bowie State University, Bowie, MD, United States.
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  Data: <searchLink fieldCode="JN" term="%229918227263306676%22">Frontiers in bioinformatics</searchLink> [Front Bioinform] 2026 Jan 12; Vol. 5, pp. 1712577. <i>Date of Electronic Publication: </i>2026 Jan 12 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918227263306676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2673-7647 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226737647%22">26737647 </searchLink><i>NLM ISO Abbreviation: </i>Front Bioinform <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fbinf.2025.1712577
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      – Code: eng
        Text: English
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      – TitleFull: Recent trends in machine learning and deep learning-based prediction of G-protein coupled receptor-ligand binding affinities.
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            NameFull: Stephenson J
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            NameFull: Karnati KR
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            – D: 12
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              Text: 2026 Jan 12
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