Artificial Intelligence in Drug DesignAuthor :
Paperback
Published : Saturday 5 November 2022
Description
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.
You may also like ...
by
Paperback
05 Nov 2022
Pharmacology
€163.79
Extended stock – Dispatch 5-7 days
by
Hardback
04 Nov 2021
Pharmacology
€233.99
Extended stock – Dispatch 5-7 days
by
Paperback
04 Feb 2021
Quantum physics (quantum mechanics and quantum field theory)
€128.69
Extended stock – Dispatch 5-7 days
by
Paperback
04 Jul 2024
Modern and contemporary fiction: general and literary
€11.69
Extended stock – Dispatch 5-7 days
Reviews