Implementation of a data science and artificial intelligence strategy across pharmaceutical R&D: challenges and solutions.

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Title: Implementation of a data science and artificial intelligence strategy across pharmaceutical R&D: challenges and solutions.
Authors: Garzya V; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK. Electronic address: Vincenzo.Garzya@astrazeneca.com., Rustici G; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK., Diethe T; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK., Blomgren P; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Mölndal, Sweden., Mian N; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Mölndal, Sweden., MacPherson J; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK., Constable H; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK., Port RJ; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK., Weatherall J; Biopharmaceuticals Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Macclesfield, UK.
Source: Drug discovery today [Drug Discov Today] 2025 Dec; Vol. 30 (12), pp. 104527. Date of Electronic Publication: 2025 Nov 01.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Science Ltd Country of Publication: England NLM ID: 9604391 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5832 (Electronic) Linking ISSN: 13596446 NLM ISO Abbreviation: Drug Discov Today Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Implementation of a data science and artificial intelligence strategy across pharmaceutical R&D: challenges and solutions.
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  Data: <searchLink fieldCode="AU" term="%22Garzya+V%22">Garzya V</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK. Electronic address: Vincenzo.Garzya@astrazeneca.com.<br /><searchLink fieldCode="AU" term="%22Rustici+G%22">Rustici G</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Diethe+T%22">Diethe T</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Blomgren+P%22">Blomgren P</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Mölndal, Sweden.<br /><searchLink fieldCode="AU" term="%22Mian+N%22">Mian N</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Mölndal, Sweden.<br /><searchLink fieldCode="AU" term="%22MacPherson+J%22">MacPherson J</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Constable+H%22">Constable H</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Port+RJ%22">Port RJ</searchLink>; Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Weatherall+J%22">Weatherall J</searchLink>; Biopharmaceuticals Data Science & Artificial Intelligence, BioPharmaceuticals R&D, AstraZeneca, Macclesfield, UK.
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              Text: 2025 Dec
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