Zobrazeno 1 - 10 of 56 pro vyhledávání: '"Ballester PJ"'
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Akademický článek
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2
Akademický článek
Data-centric challenges with the application and adoption of artificial intelligence for drug discovery.
Autor: Ghislat G; Department of Life Sciences, Imperial College London, London, UK., Hernandez-Hernandez S; INSERM U1068, Marseille, France., Piyawajanusorn C; Department of Bioengineering, Imperial College London, London, UK., Ballester PJ; Department of Bioengineering, Imperial College London, London, UK.
Publikováno v: Expert opinion on drug discovery [Expert Opin Drug Discov] 2024 Sep 24, pp. 1-11. Date of Electronic Publication: 2024 Sep 24.
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3
Akademický článek
Comprehensive machine learning boosts structure-based virtual screening for PARP1 inhibitors.
Autor: Caba K; Department of Bioengineering, Imperial College London, London, SW7 2AZ, UK., Tran-Nguyen VK; Unité de Biologie Fonctionnelle et Adaptative (BFA), UFR Sciences du Vivant, Université Paris Cité, 75013, Paris, France., Rahman T; Department of Pharmacology, University of Cambridge, Cambridge, CB2 1PD, UK., Ballester PJ; Department of Bioengineering, Imperial College London, London, SW7 2AZ, UK. p.ballester@imperial.ac.uk.
Publikováno v: Journal of cheminformatics [J Cheminform] 2024 Apr 07; Vol. 16 (1), pp. 40. Date of Electronic Publication: 2024 Apr 07.
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4
Akademický článek
Inactive-enriched machine-learning models exploiting patent data improve structure-based virtual screening for PDL1 dimerizers.
Autor: Gómez-Sacristán P; Centre de Recherche en Cancérologie de Marseille, Marseille 13009, France., Simeon S; Centre de Recherche en Cancérologie de Marseille, Marseille 13009, France., Tran-Nguyen VK; Centre de Recherche en Cancérologie de Marseille, Marseille 13009, France., Patil S; NanoBio Laboratory, Widener University, Chester, PA 19013, USA., Ballester PJ; Department of Bioengineering, Imperial College London, London SW7 2AZ, UK. Electronic address: p.ballester@imperial.ac.uk.
Publikováno v: Journal of advanced research [J Adv Res] 2024 Jan 26. Date of Electronic Publication: 2024 Jan 26.
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5
Akademický článek
Large-Scale Machine Learning Analysis Reveals DNA Methylation and Gene Expression Response Signatures for Gemcitabine-Treated Pancreatic Cancer.
Autor: Ogunleye A; Department of Organismal Biology, Uppsala University, Uppsala, Sweden., Piyawajanusorn C; Department of Bioengineering, Imperial College London, London, UK., Ghislat G; Department of Life Sciences, Imperial College London, London, UK., Ballester PJ; Department of Bioengineering, Imperial College London, London, UK.
Publikováno v: Health data science [Health Data Sci] 2024 Jan 08; Vol. 4, pp. 0108. Date of Electronic Publication: 2024 Jan 08 (Print Publication: 2024).
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6
Periodical
The AI revolution in chemistry is not that far away.
Autor: Ballester PJ
Publikováno v: Nature [Nature] 2023 Dec; Vol. 624 (7991), pp. 252.
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7
Akademický článek
A practical guide to machine-learning scoring for structure-based virtual screening.
Autor: Tran-Nguyen VK; Centre de Recherche en Cancérologie de Marseille, Marseille, France., Junaid M; Centre de Recherche en Cancérologie de Marseille, Marseille, France., Simeon S; Centre de Recherche en Cancérologie de Marseille, Marseille, France., Ballester PJ; Department of Bioengineering, Imperial College London, London, UK. p.ballester@imperial.ac.uk.
Publikováno v: Nature protocols [Nat Protoc] 2023 Nov; Vol. 18 (11), pp. 3460-3511. Date of Electronic Publication: 2023 Oct 16.
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8
Akademický článek
A machine learning approach to predict cellular uptake of pBAE polyplexes.
Autor: Loecher A; Department of Bioengineering, Imperial College London, SW7 2AZ London, UK. nuria.oliva@iqs.url.edu., Bruyns-Haylett M; Department of Bioengineering, Imperial College London, SW7 2AZ London, UK. nuria.oliva@iqs.url.edu., Ballester PJ; Department of Bioengineering, Imperial College London, SW7 2AZ London, UK. nuria.oliva@iqs.url.edu., Borros S; Department of Bioengineering, Institut Quimic de Sarria, Via Augusta 390, 08017 Barcelona, Spain., Oliva N; Department of Bioengineering, Imperial College London, SW7 2AZ London, UK. nuria.oliva@iqs.url.edu.; Department of Bioengineering, Institut Quimic de Sarria, Via Augusta 390, 08017 Barcelona, Spain.
Publikováno v: Biomaterials science [Biomater Sci] 2023 Aug 22; Vol. 11 (17), pp. 5797-5808. Date of Electronic Publication: 2023 Aug 22.
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9
Akademický článek
Beware of Simple Methods for Structure-Based Virtual Screening: The Critical Importance of Broader Comparisons.
Autor: Tran-Nguyen VK; Centre de Recherche en Cancérologie de Marseille, Marseille 13009, France., Ballester PJ; Department of Bioengineering, Imperial College London, London SW7 2AZ, U.K.
Publikováno v: Journal of chemical information and modeling [J Chem Inf Model] 2023 Mar 13; Vol. 63 (5), pp. 1401-1405. Date of Electronic Publication: 2023 Feb 27.
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10
Akademický článek
On the Best Way to Cluster NCI-60 Molecules.
Autor: Hernández-Hernández S; Cancer Research Center of Marseille (INSERM U1068, Institut Paoli-Calmettes, Aix-Marseille Université UM105, CNRS UMR7258), 13009 Marseille, France., Ballester PJ; Department of Bioengineering, Imperial College London, London SW7 2AZ, UK.
Publikováno v: Biomolecules [Biomolecules] 2023 Mar 08; Vol. 13 (3). Date of Electronic Publication: 2023 Mar 08.
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