Artificial Intelligence in Bioinformatics and Chemoinformatics (PDF)

by Yashwant Pathak (Author)
 

The authors aim to shed light on the practicality of using machine learning in finding complex chemoinformatics and bioinformatics applications as well as identifiying AI in biological and chemical data points. The chapters are designed in such a way that they highlight the important role of AI in chemistry and bioinformatics particularly for the classification of diseases, selection of features and compounds, dimensionality reduction and more. In addition, they assist in the organization and optimal use of data points generated from experiments performed using AI techniques. This volume discusses the development of automated tools and techniques to aid in research plans.
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 designDiscusses computational methods in cancer, genome mapping, and stem cell research

Product Details

Publisher: CRC Press; October 11, 2023
Language: English
ISBN: 9781032396576
ISBN: 9781000952759