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portada Artificial Intelligence in Bioinformatics and Chemoinformatics
Type
Physical Book
Publisher
Author
Language
English
Pages
274
Format
Paperback
ISBN13
9781032405834
Edition No.
1

Artificial Intelligence in Bioinformatics and Chemoinformatics

Pathak Yashwant,Saikia Surovi,Pathak Sarvadaman (Author) · Crc Press · Paperback

Artificial Intelligence in Bioinformatics and Chemoinformatics - Pathak Yashwant,Saikia Surovi,Pathak Sarvadaman

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Synopsis "Artificial Intelligence in Bioinformatics and Chemoinformatics"

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

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