AI Applications in Bioinformatics and Chemoinformatics: A Comprehensive Guide

Authored by Yashwant Pathak, this book delves into the practical application of machine learning in complex chemoinformatics and bioinformatics scenarios. It highlights the pivotal role of artificial intelligence in chemistry and bioinformatics, particularly in disease classification, feature and compound selection, dimensionality reduction, and more.

The book is structured to provide insights into the development of automated tools and techniques that aid in research plans. It also assists in the organization and optimal utilization of data points generated from experiments using AI techniques.

Key Features:

• Covers AI applications in bioinformatics and chemoinformatics
• Demystifies the involvement of AI in generating biological and chemical data
• Provides an introduction to basic and advanced chemoinformatics computational tools
• Presents a chemical biology-based toolset for artificial intelligence usage in drug design
• Discusses computational methods in cancer, genome mapping, and stem cell research

Publication Details:
Publisher: CRC Press
Release Date: October 11, 2023
Language: English
ISBN: 9781032396576, 9781000952759