Artificial Intelligence in Drug Discovery

Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.

Artificial Intelligence in Drug Discovery

Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.

More Books:

Artificial Intelligence in Drug Discovery
Language: en
Pages: 406
Authors: Nathan Brown
Categories: Computers
Type: BOOK - Published: 2020-11-11 - Publisher: Royal Society of Chemistry

Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial
Artificial intelligence for Drug Discovery and Development
Language: en
Pages:
Authors: Jianfeng Pei, Alex Zhavoronkov
Categories: Science
Type: BOOK - Published: 2021-11-16 - Publisher: Frontiers Media SA

Topic editor Alex Zhavoronkov is the founder of Insilico Medicine, a company specializing in AI research. He is also a professor at the Buck Institute for Research on Aging. All other Topic Editors declare no competing interests with regards to the Research Topic subject.
Artificial Intelligence in Drug Discovery
Language: en
Pages: 358
Authors: Ankit Gangwal
Categories: Science
Type: BOOK - Published: 2021-03-08 - Publisher: Independently Published

Major disruption worldover is due to AI, blockchain, 3D organ printing and others. Almost all the industries are being affected by AI. Health sector, particularly pharmaceutical sciences is also not an exception. The book has been designed to cover basics and role of AI in drug discovery, including clinical trials
Artificial Intelligence in Pharmaceutical Sciences (Drug Discovery)
Language: en
Pages: 558
Authors: Dr Amit Gangwal
Categories: Science
Type: BOOK - Published: 2020-08 - Publisher:

The book has been designed to cover all the basic topics and examples related to disruptive innovations and industry 4.0 in general and in particular, pharmaceutical sciences and other branches of healthcare sectors like medical and diagnostic. Major disruption is due to the advent of Artificial Intelligence, Machine Learning, Deep
Artificial Intelligence in Drug Design
Language: en
Pages: 529
Authors: Alexander Heifetz
Categories: Medical
Type: BOOK - Published: 2021-11-04 - Publisher: Humana

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