{"product_id":"machine-learning-and-deep-learning-kunal-roy-9781837070183","title":"Machine Learning and Deep Learning in Drug Design","description":"\u003cp\u003eMachine 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.\u003c\/p\u003e \u003cp\u003eBridging 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.\u003c\/p\u003e \u003cp\u003eWith 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kunal Roy\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1837070180\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781837070183\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Royal Society of Chemistry\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/22\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 798\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.93lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 1.75d","brand":"Kunal Roy","offers":[{"title":"Hardcover","offer_id":48997366202623,"sku":"9781837070183","price":305.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-and-deep-learning-kunal-roy-9781837070183","provider":"WR Book House","version":"1.0","type":"link"}