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Advanced AI Techniques and Applications in Bioinformatics

Loveleen Gaur (Redaktør) ; Arun Solanki (Redaktør) ; Samuel Fosso Wamba (Redaktør) ; Noor Zaman Jhanjhi (Redaktør)

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. Les mer
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Vår pris: 1856,-

(Innbundet) Fri frakt!
Leveringstid: Sendes innen 21 dager

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
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Utgitt:
Forlag: CRC Press
Innbinding: Innbundet
Språk: Engelsk
Sider: 270
ISBN: 9780367641696
Format: 23 x 16 cm
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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
Prof. Loveleen Gaur is the Professor and Program Director (Artificial Intelligence


and Business Intelligence and Data Analytics) of the Amity International Business


School, Amity University, Noida, India. She is a senior IEEE member and series editor


with CRC Press and Wiley. Prof. Gaur is an established author and researcher;


she has filed five patents and two copyrights in AI-IoT. For over 18 years she served


in India and abroad in different capacities. She has specialized in the fields of artificial


intelligence, the Internet of Things, data analytics, data mining, and business


intelligence. Prof. Gaur has pursued research in truly inter-disciplinary areas and has


authored and co-authored books with renowned international and national publishers


like Elsevier, Springer, and Taylor & Francis. She was invited to be guest editor for


reputed Springer and Emerald Q1 journals. She has published many research papers


in SCI and Q1 journals. She has chaired various positions in international conferences


of repute and is a reviewer with top-rated journals of IEEE, SCI, and ABDC.


 


Dr. Arun Solanki is an Assistant Professor in the Department of Computer Science


and Engineering at Gautam Buddha University, Greater Noida, India. He received


his Ph.D. in Computer Science and Engineering from Gautam Buddha University in


2014. He has supervised more than 60 dissertations and has published many research


articles in Scopus indexed international journals. Dr. Solanki is the editor of several


published books and a reviewer in journals published by reputed publishers.


 


Dr. Samuel Fosso Wamba is a Professor at Toulouse Business School in France.


He earned his Ph.D. in industrial engineering at the Polytechnic School of Montreal,


Canada. His current research focuses on SCM, E&M-commerce, IT-enabled social


inclusion, blockchain, social media, business analytics, big data, and artificial intelligence.


He is academic co-founder of RFID Academia, and founder and CEO of


e-m-RFID. He has published papers in IS and OM journals and conferences. He is


the guest editor of various special issues on IT/RFID/big data for various IS and OM


conferences and journals. He is the head of the newly created Artificial Intelligence


and Business Analytics Cluster at Toulouse Business School.


 


Dr. Noor Zaman Jhanjhi is an Associate Professor at Taylor University, Malaysia,


with 20 years of rich experience. He is an associate editor for several reputable journals


including IEEE Access and PC, and a board member for several IEEE conferences


around the globe. He is an active reviewer for a series of quality journals. He


has authored several research papers in WoS/ISI indexed journals and in impact


factor research IEEE journals, has edited 12 books in computer science, and has


supervised a number of postgraduate students. He has successfully completed more


than 19 international funded research grants.