Introduction to Generative Drug Discovery

Introduction to Generative Drug Discovery

Ekins, Sean

Taylor & Francis Ltd

01/2025

240

Dura

9781032506234

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Front Pages. List of Contributors. Preface. Acknowledgments Part I - Introduction to Generative Chemical DesignGoing Beyond Serendipity: Generative Artificial Intelligence for Drug DiscoveryGenerative Drug Discovery Part II - Generative Chemical Models Based on Language ProcessingDe novo Drug Design by Chemical Language Modeling Part III - Generative Models and Synthetic AccessibilitySynthesis-based design - A Practical and Generalizable Approach to de novo Molecular DiscoveryA Medicinal Chemistry Perspective on Generative AIMegaSyn for Generative Molecule Design Part IV - From Models to PracticeGenerative Topographic Mapping of Chemical Space in de novo DesignIn Silico ADME/Tox in the Generative AI ParadigmThe Dark Side - Dual Use Implications of Generative Drug Discovery Part V - The FutureFuture Labs - Generative Approaches in Self Driving LabsThe Future of Generative Drug Discovery. Index.
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Generative models;Artificial intelligence;De novo drug design;Health intelligence;Ligand-based design;Cheminformatics