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E-book

Title Advanced AI techniques and applications in bioinformatics / edited by Loveleen Gaur, Arun Solanki, Samuel Fosso Wamba, Noor Zaman Jhanjhi
Edition First edition
Published Boca Raton : CRC Press, 2022

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Description 1 online resource (xi, 269 pages) : illustrations
Series Smart and intelligent computing in engineering
Smart and intelligent computing in engineering
Contents An artificial intelligence-based expert system for the initial screening of COVID-19 / Anurag Sharma, Hitesh Marwaha, Vikrant Sharma, Love Kumar -- An insight into the potential role of artificial intelligence in bioinformatics / Divya Bhatia and Deepak Malik -- AI-based natural language processing for generation meaningful information electronic health record (EHR) data / Kuldeep Singh Kaswan, Loveleen Gaur, Jagjit Singh Dhatterwal, and Rajesh Kumar -- AI and genomes for decisions regarding the expression of genes / Abeedha Tu-Allah Khan and Haleema Qamar -- Implementation of donor recognition and selection for bioinformatics blood bank application / Soobia Saeed, NZ Jhanjhi, and Memood Naqvi -- Deep learning techniques for miRNA sequence analysis / Saswati Mahapatra, Jayashankar Das, David Correa Martins-Jr., Tripti Swarnkar -- Role of machine intelligence in cancer drug discovery and development / Kaushik Kumar Bharadwaj, Bijuli Rabha, Gaber El-Saber Batiha, Debabrat Baishya, and Arabinda Ghosh -- Genome and gene editing by artificial intelligence programs / Imran Zafar, Aamna Rafique, Javaria Fazal, Misbah Manzoor, Qurat Ul Ain, and Rehab A. Rayan -- Artificial Neural Network (ANN) techniques in solving the protein folding problem / Raghunath Satpathy -- Application of machine learning and molecular modeling in drug discovery and cheminformatics / Manish Kumar Tripathi, Sushant Kumar Shrivastava, S. Karthikeyan, Dhiraj Sinha, and Abhigyan Nath -- Role of advanced artificial intelligence techniques in bioinformatics / Harshit Bhardwaj, Pradeep Tomar, Aditi Sakalle, and Uttam Sharma -- A bioinformatics perspective of artificial intelligence in healthcare and diagnosis : applications, implications, and limitations / Anuradha Bhardwaj, Arun Solanki, Vikrant Nain -- Accelerating translational medical research by leveraging artificial intelligence : digital healthcare / G. M. Roopa, K. Shryavani, N. Pradeep, Vicente Garcia Diaz
Summary "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"-- Provided by publisher
Bibliography Includes bibliographical references and index
Notes Description based on print version record and CIP data provided by publisher
Subject Bioinformatics.
Artificial intelligence -- Biological applications.
Machine learning.
Computational biology.
COMPUTERS / Bioinformatics
COMPUTERS / Artificial Intelligence
Computational biology
Artificial intelligence -- Biological applications
Bioinformatics
Machine learning
Form Electronic book
Author Gaur, Loveleen, editor.
Solanki, Arun, 1985- editor.
Wamba, Samuel Fosso, editor.
Zaman, Noor, 1972- editor
LC no. 2021020811
ISBN 9781000463019
100046301X
9781003126164
1003126162
9781000462982
1000462986