In the name of Allah the Merciful

Drug Design using Machine Learning

Inamuddin, Tariq A. Altalhi, Jorddy N. Cruz, Moamen Salah El-Deen Refat, 1394166281, 9781394166282, 978-1394166282

English | 2022 | EPUB, Converted PDF

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The use of machine learning algorithms in drug discovery has accelerated  in recent years and this book provides an in-depth overview of the  still-evolving field.

The objective of this book is to bring  together several chapters that function as an overview of the use of  machine learning and artificial intelligence applied to drug  development. The initial chapters discuss drug-target interactions  through machine learning for improving drug delivery, healthcare, and  medical systems. Further chapters also provide topics on drug  repurposing through machine learning, drug designing, and ultimately  discuss drug combinations prescribed for patients with multiple or  complex ailments.

This excellent overview
Provides a broad  synopsis of machine learning and artificial intelligence applications to  the advancement of drugs;Details the use of molecular recognition for  drug development through various mathematical models;Highlights  classical as well as machine learning-based approaches to study  target-drug interactions in the field of drug discovery;Explores  computer-aided technics for prediction of drug effectiveness and  toxicity.
Audience

The book will be useful for information  technology professionals, pharmaceutical industry workers, engineers,  university researchers, medical practitioners, and laboratory workers  who have a keen interest in the area of machine learning and artificial  intelligence approaches applied to drug advancements.