Can I read Recent Advances in Drug Design With Machine Learning on EtoBox?

Recent Advances in Drug Design With Machine Learning by Muhammad Faisal is a book available to read on EtoBox.

What is Recent Advances in Drug Design With Machine Learning about?

DRUG DESIGN USING MACHINE LEARNING 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

Author

Muhammad Faisal

Publisher

Wiley-Scrivener

Published

2022

Language

EN

ISBN

9781394166282

Subjects

Medical, Medicine