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Machine learning (ML) and deep learning (DL) are reshaping the landscape of drug design. This comprehensive volume explores how these technologies are applied across the entire drug discovery pipeline―from target identification and protein structure prediction to virtual screening, pharmacokinetic modelling, and drug repurposing.
Bridging cheminformatics, chemometrics, and computational science, the book offers practical case studies, emerging methodologies, and curated e-resources. Readers will discover how ML/DL techniques are used to predict drug–target interactions, optimize molecular properties, repurpose previously used drugs, and design multi-target therapeutics. Special topics include chemical language models, natural product-based drug discovery, and modelling drug-induced toxicities.
With contributions from leading experts worldwide, this book is an essential resource for researchers, postgraduate students, and professionals in medicinal chemistry, pharmacology, and pharmaceutical sciences. It provides both foundational knowledge and advanced applications, equipping readers to harness AI for innovative and efficient drug development.
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Machine Learning and Deep Learning in Drug Design (Drug Discovery Series, Volume 87)
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Machine Learning and Deep Learning in Drug Design (Drug Discovery Series, Volume 87)
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Machine Learning and Deep Learning in Drug Design (Drug Discovery Series, Volume 87)
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Machine Learning and Deep Learning in Drug Design
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Machine Learning and Deep Learning in Drug Design (Hardcover)
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Royal Society of Chemistry, Cambridge, 2026
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Hardcover. Condizione: new. Hardcover. Machine learning (ML) and deep learning (DL) are reshaping the landscape of drug design. This comprehensive volume explores how these technologies are applied across the entire drug discovery pipelinefrom target identification and protein structure prediction to virtual screening, pharmacokinetic modelling, and drug repurposing.Bridging cheminformatics, chemometrics, and computational science, the book offers practical case studies, emerging methodologies, and curated e-resources. Readers will discover how ML/DL techniques are used to predict drugtarget interactions, optimize molecular properties, repurpose previously used drugs, and design multi-target therapeutics. Special topics include chemical language models, natural product-based drug discovery, and modelling drug-induced toxicities.With contributions from leading experts worldwide, this book is an essential resource for researchers, postgraduate students, and professionals in medicinal chemistry, pharmacology, and pharmaceutical sciences. It provides both foundational knowledge and advanced applications, equipping readers to harness AI for innovative and efficient drug development. Explores how machine learning and deep learning revolutionize drug design, covering applications from target discovery to toxicity prediction and virtual screening across the drug pipeline. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9781837070183
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Machine Learning and Deep Learning in Drug Design (Drug Discovery Series, Volume 87)
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Machine Learning and Deep Learning in Drug Design (Hardcover)
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Royal Society of Chemistry, Cambridge, 2026
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ISBN 13: 9781837070183
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Hardcover. Condizione: new. Hardcover. Machine learning (ML) and deep learning (DL) are reshaping the landscape of drug design. This comprehensive volume explores how these technologies are applied across the entire drug discovery pipelinefrom target identification and protein structure prediction to virtual screening, pharmacokinetic modelling, and drug repurposing.Bridging cheminformatics, chemometrics, and computational science, the book offers practical case studies, emerging methodologies, and curated e-resources. Readers will discover how ML/DL techniques are used to predict drugtarget interactions, optimize molecular properties, repurpose previously used drugs, and design multi-target therapeutics. Special topics include chemical language models, natural product-based drug discovery, and modelling drug-induced toxicities.With contributions from leading experts worldwide, this book is an essential resource for researchers, postgraduate students, and professionals in medicinal chemistry, pharmacology, and pharmaceutical sciences. It provides both foundational knowledge and advanced applications, equipping readers to harness AI for innovative and efficient drug development. Explores how machine learning and deep learning revolutionize drug design, covering applications from target discovery to toxicity prediction and virtual screening across the drug pipeline. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Codice articolo 9781837070183
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Machine Learning and Deep Learning in Drug Design
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Royal Society of Chemistry, GB, 2026
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ISBN 13: 9781837070183
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Hardback. Condizione: New. Machine learning (ML) and deep learning (DL) are reshaping the landscape of drug design. This comprehensive volume explores how these technologies are applied across the entire drug discovery pipeline-from target identification and protein structure prediction to virtual screening, pharmacokinetic modelling, and drug repurposing.Bridging cheminformatics, chemometrics, and computational science, the book offers practical case studies, emerging methodologies, and curated e-resources. Readers will discover how ML/DL techniques are used to predict drug-target interactions, optimize molecular properties, repurpose previously used drugs, and design multi-target therapeutics. Special topics include chemical language models, natural product-based drug discovery, and modelling drug-induced toxicities.With contributions from leading experts worldwide, this book is an essential resource for researchers, postgraduate students, and professionals in medicinal chemistry, pharmacology, and pharmaceutical sciences. It provides both foundational knowledge and advanced applications, equipping readers to harness AI for innovative and efficient drug development. Codice articolo LU-9781837070183
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MACHINE LEARNING AND DEEP LEARNING IN DRUG DESIGN (HB 2026)
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Condizione: New. Brand New! Fast Delivery This is an International Edition and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 6-10 days and we do have flat rate for up to 2LB. Extra shipping charges will be requested if the Book weight is more than 5 LB. This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability. Codice articolo CBS 9781837070183
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Machine Learning and Deep Learning in Drug Design: Volume 87 (Drug Discovery Series)
Da: Revaluation Books, Exeter, Regno Unito
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Hardcover. Condizione: Brand New. 792 pages. 6.15x2.00x9.21 inches. In Stock. Codice articolo x-1837070180
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