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Advanced AI Techniques and Applications in Bioinformatics 1st Edition by Loveleen Gaur, Arun Solanki, Samuel Fosso Wamba, Noor Zaman Jhanjhi ISBN 9780367641696 0367641690

Original price was: $50.00.Current price is: $25.00.

Advanced AI Techniques and Applications in Bioinformatics 1st Edition Loveleen Gaur Digital Instant Download

Author(s): Loveleen Gaur; Arun Solanki; Samuel Fosso Wamba; Noor Zaman Jhanjhi
ISBN(s): 9780367641696, 0367641690
Edition: 1
File Details: PDF, 10.12 MB
Year: 2021
Language: English
SKU: EB-34043668 Category: Tags: , , ,

Advanced AI Techniques and Applications in Bioinformatics 1st Edition by Loveleen Gaur, Arun Solanki, Samuel Fosso Wamba, Noor Zaman Jhanjhi – Ebook PDF Instant Download/Delivery: 9780367641696 ,0367641690
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Product details:

ISBN 10: 0367641690
ISBN 13: 9780367641696
Author: Loveleen Gaur, Arun Solanki, Samuel Fosso Wamba, Noor Zaman Jhanjhi

The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists. Features: Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications Includes recent achievements in AI and bioinformatics contributed by a global team of researchers
 

Advanced AI Techniques and Applications in Bioinformatics 1st Edition Table of contents:

Chapter 1 An Artificial Intelligence-based Expert System for the Initial Screening of COVID-19

Chapter 2 An Insight into the Potential Role of Artificial Intelligence in Bioinformatics

Chapter 3 AI-Based Natural Language Processing for the Generation of Meaningful Information Electronic Health Record (EHR) Data

Chapter 4 AI and Genomes for Decisions Regarding the Expression of Genes

Chapter 5 Implementation of Donor Recognition and Selection for Bioinformatics Blood Bank Application

Chapter 6 Deep Learning Techniques for miRNA Sequence Analysis

Chapter 7 Role of Machine Intelligence in Cancer Drug Discovery and Development

Chapter 8 Genome and Gene Editing by Artificial Intelligence Programs

Chapter 9 Artificial Neural Network (ANN) Techniques in Solving the Protein Folding Problem

Chapter 10 Application of Machine Learning and Molecular Modeling in Drug Discovery and Cheminformatics

Chapter 11 Role of Advanced Artificial Intelligence Techniques in Bioinformatics

Chapter 12 A Bioinformatics Perspective on Artificial Intelligence in Healthcare and Diagnosis: Applications, Implications, and Limitations

Chapter 13 Accelerating Translational Medical Research by Leveraging Artificial Intelligence: Digital Healthcare

Index

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Tags: Loveleen Gaur, Arun Solanki, Samuel Fosso Wamba, Noor Zaman Jhanjhi, Advanced AI Techniques

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