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Machine Learning and Deep Learning in Drug Design (Drug Discovery Series) - Hardcover

 
9781837070183: Machine Learning and Deep Learning in Drug Design (Drug Discovery Series)
Hardcover
ISBN 10: 1837070180 ISBN 13: 9781837070183
Verlag: Royal Society of Chemistry, 2026

Inhaltsangabe

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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Verlag
Royal Society of Chemistry
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
1837070180
ISBN 13 
9781837070183
Einband
Gebundene Ausgabe
Anzahl der Seiten
830
Herausgeber
Roy Kunal, Banerjee Arkaprava
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar