{"product_id":"artificial-intelligence-in-drug-design-9781071617861","title":"Artificial Intelligence in Drug Design","description":"\u003cp\u003e • Author(s): Alexander Heifetz\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Humana\u003cbr\u003e • BISAC: Pharmacology\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eThis volume looks at applications of artificial intelligence\u003ci\u003e \u003c\/i\u003e(AI), machine learning (ML), and deep learning (DL) in drug design. The chapters in this book describe how AI\/ML\/DL approaches can be applied to accelerate and revolutionize traditional drug design approaches such as: structure- and ligand-based, augmented and multi-objective \u003ci\u003ede novo\u003c\/i\u003e drug design, SAR and big data analysis, prediction of binding\/activity, ADMET, pharmacokinetics and drug-target residence time, precision medicine and selection of favorable chemical synthetic routes. How broadly are these approaches applied and where do they maximally impact productivity today and potentially in the near future. Written in the highly successful \u003cem\u003eMethods in Molecular Biology \u003c\/em\u003eseries format, chapters include introductions to their respective topics, lists of the necessary software and tools, step-by-step, readily reproducible modeling protocols, and tips on troubleshooting and avoiding known pitfalls. \u003cbr\u003eCutting-edge and unique, \u003ci\u003eArtificial Intelligence in Drug Design\u003c\/i\u003e is a valuable resource for structural and molecular biologists, computational and medicinal chemists, pharmacologists and drug designers.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45280101040279,"sku":"9781071617861","price":16009.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781071617861.webp?v=1769295363","url":"https:\/\/atlanticbooks.com\/products\/artificial-intelligence-in-drug-design-9781071617861","provider":"Atlantic Books","version":"1.0","type":"link"}