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Artificial Intelligence in Bioinformatics and Chemoinformatics

2023-10-11 Science
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Release : 2023-10-11
Genre : Science
Kind : eBook
Book Rating : 754/5 ( reviews)

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Book Synopsis Artificial Intelligence in Bioinformatics and Chemoinformatics by : Yashwant Pathak

Download or read book Artificial Intelligence in Bioinformatics and Chemoinformatics written by Yashwant Pathak. This book was released on 2023-10-11. Available in PDF, EPUB and Kindle. Book excerpt: 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

Ethical Issues in AI for Bioinformatics and Chemoinformatics

2023-11-14 Science
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Release : 2023-11-14
Genre : Science
Kind : eBook
Book Rating : 042/5 ( reviews)

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Book Synopsis Ethical Issues in AI for Bioinformatics and Chemoinformatics by : Yashwant V. Pathak

Download or read book Ethical Issues in AI for Bioinformatics and Chemoinformatics written by Yashwant V. Pathak. This book was released on 2023-11-14. Available in PDF, EPUB and Kindle. Book excerpt: This unique volume presents AI in relation to ethical points of view in handling big data sets. Issues such as algorithmic biases, discrimination for specific patterns and privacy breaches may sometimes be skewed to affect research results so that certain fields to appear more appealing to funding agencies. The discussion on the ethics of AI is highly complex due to the involvement of many international stakeholders such as the UN, OECD, parliaments, industry groups, professional bodies, and individual companies. The issue of reliability is addressed including the emergence of synthetic life, 5G networks, intermingling of human artificial intelligence, nano-robots and cyber security tools. Features Discusses artificial intelligence and ethics, the challenges and opportunities Presents the issue of reliability in the emergence of synthetic life, 5G networks, intermingling of human artificial intelligence, nano-robots, and cyber security tools Ethical responsibility and reasoning for using AI in Big Data Addresses practicing medicine and ethical issues when applying artificial intelligence

Using Artificial Intelligence in Chemistry and Biology

2008-05-05 Science
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Release : 2008-05-05
Genre : Science
Kind : eBook
Book Rating : 141/5 ( reviews)

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Book Synopsis Using Artificial Intelligence in Chemistry and Biology by : Hugh Cartwright

Download or read book Using Artificial Intelligence in Chemistry and Biology written by Hugh Cartwright. This book was released on 2008-05-05. Available in PDF, EPUB and Kindle. Book excerpt: Possessing great potential power for gathering and managing data in chemistry, biology, and other sciences, Artificial Intelligence (AI) methods are prompting increased exploration into the most effective areas for implementation. A comprehensive resource documenting the current state-of-the-science and future directions of the field is required to

Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques

2010-07-31 Computers
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Release : 2010-07-31
Genre : Computers
Kind : eBook
Book Rating : 123/5 ( reviews)

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Book Synopsis Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques by : Lodhi, Huma

Download or read book Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques written by Lodhi, Huma. This book was released on 2010-07-31. Available in PDF, EPUB and Kindle. Book excerpt: "This book is a timely compendium of key elements that are crucial for the study of machine learning in chemoinformatics, giving an overview of current research in machine learning and their applications to chemoinformatics tasks"--Provided by publisher.

Advances in Bioinformatics

2021-07-31 Science
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Release : 2021-07-31
Genre : Science
Kind : eBook
Book Rating : 913/5 ( reviews)

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Book Synopsis Advances in Bioinformatics by : Vijai Singh

Download or read book Advances in Bioinformatics written by Vijai Singh. This book was released on 2021-07-31. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments in bioinformatics, highlighting the importance of bioinformatics in genomics, transcriptomics, metabolism and cheminformatics analysis, as well as in drug discovery and development. It covers tools, data mining and analysis, protein analysis, computational vaccine, and drug design. Covering cheminformatics, computational evolutionary biology and the role of next-generation sequencing and neural network analysis, it also discusses the use of bioinformatics tools in the development of precision medicine. This book offers a valuable source of information for not only beginners in bioinformatics, but also for students, researchers, scientists, clinicians, practitioners, policymakers, and stakeholders who are interested in harnessing the potential of bioinformatics in many areas.

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