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Artificial Intelligence in Drug Design

Name: Artificial Intelligence in Drug Design
Brand: Springer US
SKU: 9781071617861
Price: 238.68 EUR
Availability: InStock

Autor: Alexander Heifetz

Jazyk:

Väzba: Pevná

Vydavateľ: Springer US

Dostupnosť: Skladom u dodávateľa v malom množstve

Odosielame za 13-18 dní

238.68 €

This volume looks at applications of artificial intelligence (AI), machine learning (ML), and deep l...

Informácie o knihe

Autor

Alexander Heifetz

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2021

Stránok

544

EAN

9781071617861

ISBN

1071617869

Enbook ID

35976838

Vydavateľ

Springer US

Hmotnosť

1208

Rozmery

183 x 260 x 35

Kompletný popis

This volume looks at applications of artificial intelligence (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 de novo 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 Methods in Molecular Biology series 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. Cutting-edge and unique, Artificial Intelligence in Drug Design is a valuable resource for structural and molecular biologists, computational and medicinal chemists, pharmacologists and drug designers.

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