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Alexander Heifetz Artificial Intelligence in Drug Design (Paperback) (UK IMPORT)
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eBay item number:305366901264
Item specifics
- Condition
- Book Title
- Artificial Intelligence in Drug Design
- Publication Name
- Artificial Intelligence in Drug Design
- Title
- Artificial Intelligence in Drug Design
- Contributor
- Alexander Heifetz (Edited by)
- Format
- Trade Paperback
- EAN
- 9781071617892
- ISBN
- 9781071617892
- Edition
- 1st ed. 2022
- Publisher
- Springer
- Genre
- Computing & Internet
- Subject
- Medicine
- Release Year
- 2022
- Release Date
- 05/11/2022
- Language
- English
- Country/Region of Manufacture
- US
- Item Height
- 254mm
- Item Length
- 10in
- Series
- Methods in Molecular Biology Ser.
- Publication Year
- 2022
- Type
- Textbook
- Item Width
- 7in
- Item Weight
- 36.1 Oz
- Number of Pages
- Xi, 529 Pages
About this product
Product Information
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.
Product Identifiers
Publisher
Springer
ISBN-10
1071617893
ISBN-13
9781071617892
eBay Product ID (ePID)
26058376410
Product Key Features
Publication Name
Artificial Intelligence in Drug Design
Format
Trade Paperback
Language
English
Publication Year
2022
Series
Methods in Molecular Biology Ser.
Type
Textbook
Number of Pages
Xi, 529 Pages
Dimensions
Item Length
10in
Item Width
7in
Item Weight
36.1 Oz
Additional Product Features
Series Volume Number
2390
Number of Volumes
1 Vol.
Lc Classification Number
Rm300-666
Table of Content
Applications of Artificial Intelligence in Drug Design: Opportunities and Challenges.- Machine Learning Applied to the Modeling of Pharmacological and ADMET Endpoints.- Fighting COVID-19 with Artificial Intelligence.- Application of Artificial Intelligence and Machine Learning in Drug Discovery.- Deep Learning and Computational Chemistry.- Has Drug Design Augmented by Artificial Intelligence Become a Reality?.- Network Driven Drug Discovery.- Predicting Residence Time of GPCR Ligands with Machine Learning.- De Novo Molecular Design with Chemical Language Models.- Deep Neural Networks for QSAR.- Deep Learning in Structure-Based Drug Design.- Deep Learning Applied to Ligand-Based De Novo Drug Design.- Ultra-High Throughput Protein-Ligand Docking with Deep Learning.- Artificial Intelligence and Quantum Computing as the Next Pharma Disruptors.- Artificial Intelligence in Compound Design.- Artificial Intelligence, Machine Learning, and Deep Learning in Real Life Drug Design Cases.- Artificial Intelligence-Enabled De Novo Design of Novel Compounds that are Synthesizable.- Machine Learning from Omics Data.- Deep Learning in Therapeutic Antibody Development.- Machine Learning for In Silico ADMET Prediction.- Opportunities and Considerations in the Application of Artificial Intelligence to Pharmacokinetic Prediction.- Artificial Intelligence in Drug Safety and Metabolism.- Molecule Ideation Using Matched Molecular Pairs.
Copyright Date
2022
Topic
Probability & Statistics / General, Intelligence (Ai) & Semantics, Pharmacology
Dewey Decimal
615.190028563
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Mathematics, Medical
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eBay item number:305366901264
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