Advanced AI techniques and applications in bioinformatics. (2021)

• Record Type: Book
• Further Information: Note: Edited by Loveleen Gaur, Arun Solanki, Samuel Fosso Wamba, Noor Zaman Jhanjhi.
• Editors: Gaur, Loveleen; Solanki, Arun, 1985-; Wamba, Samuel Fosso; Zaman, Noor, 1972-
• Contents: Contents Contributors..............................................................................................................vii Editors........................................................................................................................xi Chapter 1 An Artificial Intelligence-based Expert System for the Initial Screening of COVID-19........................................................................1 Anurag Sharma, Hitesh Marwaha, Vikrant Sharma and Love Kumar Chapter 2 An Insight into the Potential Role of Artificial Intelligence in Bioinformatics..................................................................................... 17 Divya Bhatia and Deepak Malik Chapter 3 AI-Based Natural Language Processing for the Generation of Meaningful Information Electronic Health Record (EHR) Data....... 41 Kuldeep Singh Kaswan, Loveleen Gaur, Jagjit Singh Dhatterwal, and Rajesh Kumar Chapter 4 AI and Genomes for Decisions Regarding the Expression of Genes...............................................................................................87 Abeedha Tu-Allah Khan and Haleema Qamar Chapter 5 Implementation of Donor Recognition and Selection for Bioinformatics Blood Bank Application........................................... 105 Soobia Saeed, N.Z. Jhanjhi, and Memood Naqvi Chapter 6 Deep Learning Techniques for miRNA Sequence Analysis............. 139 Saswati Mahapatra, Jayashankar Das, David Correa Martins-Jr, and Tripti Swarnkar Chapter 7 Role of Machine Intelligence in Cancer Drug Discovery and Development...................................................................................... 153 Kaushik Kumar Bharadwaj, Bijuli Rabha, Gaber El-Saber Batiha, Debabrat Baishya, and Arabinda Ghosh Chapter 8 Genome and Gene Editing by Artificial Intelligence Programs....... 165 Imran Zafar, Aamna Rafique, Javaria Fazal, Misbah Manzoor, Qurat Ul Ain, and Rehab A. Rayan Chapter 9 Artificial Neural Network (ANN) Techniques in Solving the Protein Folding Problem................................................................... 189 Raghunath Satpathy Chapter 10 Application of Machine Learning and Molecular Modeling in Drug Discovery and Cheminformatics............................................. 201 Manish Kumar Tripathi, Sushant Kumar Shrivastava, S. Karthikeyan, Dhiraj Sinha, and Abhigyan Nath Chapter 11 Role of Advanced Artificial Intelligence Techniques in Bioinformatics................................................................................... 215 Harshit Bhardwaj, Pradeep Tomar, Aditi Sakalle, and Uttam Sharma Chapter 12 A Bioinformatics Perspective on Artificial Intelligence in Healthcare and Diagnosis: Applications, Implications, and Limitations........................................................................................227 Anuradha Bhardwaj, Arun Solanki, and Vikrant Nain Chapter 13 Accelerating Translational Medical Research by Leveraging Artificial Intelligence: Digital Healthcare........................................ 243 G. M. Roopa, K. Shryavani, N. Pradeep, and Vicente Garcia Diaz Index .......................................................................................................................265
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 570.285; Bioinformatics; Artificial intelligence -- Biological applications; Machine learning
• Languages: English
• ISBNs: 9781000463019; 9781000462982; 9781003126164
• Related ISBNs: 9780367641696
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
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• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.