Artificial Intelligence in Bioinformatics and Chemoinformatics

Synopsis

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 design Discusses computational methods in cancer, genome mapping, and stem cell research

Copyright:

2024

Book Details

Book Quality:

Publisher Quality

Book Size:

260 Pages

ISBN-13:

9781000952865

Related ISBNs:

9781032396576, 9781003353768, 9781032405834

Publisher:

CRC Press

Date of Addition:

10/10/23

Copyrighted By:

selection and editorial matter, Yashwant V. Pathak, Surovi Saikia, Sarvadaman Pathak, Jayvadan Patel, and Bhupendra Gopalbhai Prajapati

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Science, Medicine

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Yashwant Pathak

Edited by:

Surovi Saikia

Edited by:

Sarvadaman Pathak

Edited by:

Jayvadankumar Patel

Edited by:

Bhupendra Gopalbhai Prajapati