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Pre-trained molecular representations enable antimicrobial discovery.

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Title: Pre-trained molecular representations enable antimicrobial discovery.
Authors: Olayo-Alarcon R; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany. roberto.olayo@lmu.de.; Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany. roberto.olayo@lmu.de., Amstalden MK; Department of Microbiology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany., Zannoni A; Department of Molecular Infection Biology II, Institute of Molecular Infection Biology (IMIB), Julius-Maximilians-Universität Würzburg, Würzburg, Germany., Bajramovic M; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany.; Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany., Sharma CM; Department of Molecular Infection Biology II, Institute of Molecular Infection Biology (IMIB), Julius-Maximilians-Universität Würzburg, Würzburg, Germany., Brochado AR; Department of Microbiology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany.; Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), University of Tübingen, Tübingen, Germany.; Cluster of Excellence 'Controlling Microbes to Fight Infections' (CMFI), University of Tübingen, Tübingen, Germany., Rezaei M; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany., Müller CL; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany. christian.mueller@helmholtz-munich.de.; Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany. christian.mueller@helmholtz-munich.de.; Center for Computational Mathematics, Flatiron Institute, New York, USA. christian.mueller@helmholtz-munich.de.
Source: Nature communications [Nat Commun] 2025 Apr 10; Vol. 16 (1), pp. 3420. Date of Electronic Publication: 2025 Apr 10.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Olayo-Alarcon+R%22">Olayo-Alarcon R</searchLink>; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany. roberto.olayo@lmu.de.; Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany. roberto.olayo@lmu.de.<br /><searchLink fieldCode="AU" term="%22Amstalden+MK%22">Amstalden MK</searchLink>; Department of Microbiology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Zannoni+A%22">Zannoni A</searchLink>; Department of Molecular Infection Biology II, Institute of Molecular Infection Biology (IMIB), Julius-Maximilians-Universität Würzburg, Würzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Bajramovic+M%22">Bajramovic M</searchLink>; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany.; Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Sharma+CM%22">Sharma CM</searchLink>; Department of Molecular Infection Biology II, Institute of Molecular Infection Biology (IMIB), Julius-Maximilians-Universität Würzburg, Würzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Brochado+AR%22">Brochado AR</searchLink>; Department of Microbiology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany.; Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), University of Tübingen, Tübingen, Germany.; Cluster of Excellence 'Controlling Microbes to Fight Infections' (CMFI), University of Tübingen, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Rezaei+M%22">Rezaei M</searchLink>; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Müller+CL%22">Müller CL</searchLink>; Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany. christian.mueller@helmholtz-munich.de.; Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany. christian.mueller@helmholtz-munich.de.; Center for Computational Mathematics, Flatiron Institute, New York, USA. christian.mueller@helmholtz-munich.de.
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