{"product_id":"drug-design-using-machine-learning-hardback-9781394166282","title":"Drug Design using Machine Learning (Hardback) 9781394166282","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eDrug Design using Machine Learning\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003e (Edited by), I Inamuddin (Author), Tariq Altalhi (Edited by), Jorddy Neves Cruz (Edited by), Moamen Salah El-Deen Refat (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781394166282, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 27 October 2022\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e384 pages\u003cbr\u003e22.9 x 15.2 x 2.4 cm, 0.771 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cb\u003eDRUG DESIGN USING MACHINE LEARNING\u003c\/b\u003e \u003cp\u003e\u003cb\u003eThe use of machine learning algorithms in drug discovery has accelerated in recent years and this book provides an in-depth overview of the still-evolving field.\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eThe objective of this book is to bring together several chapters that function as an overview of the use of machine learning and artificial intelligence applied to drug development. The initial chapters discuss drug-target interactions through machine learning for improving drug delivery, healthcare, and medical systems. Further chapters also provide topics on drug repurposing through machine learning, drug designing, and ultimately discuss drug combinations prescribed for patients with multiple or complex ailments. \u003c\/p\u003e\n\u003cp\u003eThis excellent overview \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eProvides a broad synopsis of machine learning and artificial intelligence applications to the advancement of drugs;\u003c\/li\u003e \u003cli\u003eDetails the use of molecular recognition for drug development through various mathematical models;\u003c\/li\u003e \u003cli\u003eHighlights classical as well as machine learning-based approaches to study target-drug interactions in the field of drug discovery;\u003c\/li\u003e \u003cli\u003eExplores computer-aided technics for prediction of drug effectiveness and toxicity.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cb\u003eAudience\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eThe book will be useful for information technology professionals, pharmaceutical industry workers, engineers, university researchers, medical practitioners, and laboratory workers who have a keen interest in the area of machine learning and artificial intelligence approaches applied to drug advancements.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface \u003cp\u003eChapter 1 Molecular Recognition and Machine Learning to Predict Protein-Ligand Interactions\u003c\/p\u003e \u003cp\u003eChapter 2 Machine Learning Approaches to Improve Prediction of Target-Drug Interactions\u003c\/p\u003e \u003cp\u003eChapter 3 Machine Learning Applications in Rational Drug Discovery\u003c\/p\u003e \u003cp\u003eChapter 4 Deep Learning for the Selection of Multiple Analogs\u003c\/p\u003e \u003cp\u003eChapter 5 Drug Repurposing Based on Machine Learning\u003c\/p\u003e \u003cp\u003eChapter 6 Recent Advances in Drug Design with Machine Learning\u003c\/p\u003e \u003cp\u003eChapter 7 Loading of Drugs in Biodegradable Polymers Using Supercritical Fluid Technology\u003c\/p\u003e \u003cp\u003eChapter 8 Neural Network for Screening Active Sites on Proteins\u003c\/p\u003e \u003cp\u003eChapter 9 Protein Redesign and Engineering Using Machine Learning\u003c\/p\u003e \u003cp\u003eChapter 10 Role of Transcriptomics and Artificial Intelligence Approaches for the Selection of Bioactive Compounds\u003c\/p\u003e \u003cp\u003eChapter 11 Prediction of Drug Toxicity Through Machine Learning\u003c\/p\u003e \u003cp\u003eChapter 12 Artificial Intelligence for Assessing Side Effects\u003c\/p\u003e \u003cp\u003eIndex\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Chemistry [\u003ca title=\"See our other books on Chemistry\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Chemistry%20%5BPN%5D%22\"\u003ePN\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-Scrivener","offers":[{"title":"Brand New","offer_id":52431046541592,"sku":"9781394166282","price":124.49,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781394166282.jpg?v=1784769746","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/drug-design-using-machine-learning-hardback-9781394166282","provider":"Freshly Printed Books","version":"1.0","type":"link"}