Artificial Intelligence in Drug Design (Methods in Molecular Biology, 2390, Band 2390) - Hardcover

 
9781071617861: Artificial Intelligence in Drug Design (Methods in Molecular Biology, 2390, Band 2390)
Hardcover
ISBN 10: 1071617869 ISBN 13: 9781071617861
Verlag: Humana, 2021

Inhaltsangabe

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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Von der hinteren Coverseite

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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Verlag
Humana
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
1071617869
ISBN 13 
9781071617861
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
540
Herausgeber
Heifetz Alexander
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781071617892: Artificial Intelligence in Drug Design (Methods in Molecular Biology, 2390, Band 2390)

Vorgestellte Ausgabe

ISBN 10:  1071617893 ISBN 13:  9781071617892
Verlag: Humana, 2022
Softcover