Advanced AI Techniques and Applications in Bioinformatics

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