1st Edition

Artificial Intelligence and Biological Sciences

Edited By P.V. Mohanan Copyright 2025
468 Pages 23 Color & 66 B/W Illustrations
by CRC Press

468 Pages 23 Color & 66 B/W Illustrations
by CRC Press

Advancements of AI in medical and biological sciences have opened new ways for drug development. Novel therapeutic molecules and their target action can be easily predicted and can be modified. AI helps in disease detection and diagnosis faster. The breakthrough of AI is made especially in the area of personalized precision medicine, host-pathogen interaction and predictive epidemiology. These... Read more

Preface

SECTION I: INTRODUCTION, CONCEPTS AND EVOLUTION OF ARTIFICIAL INTELLIGENCE

1. Overview of Artificial Intelligence

Sachin Shetty, Ayush Khandelwal, Mrudula Gore, Roopal Behera, Aishath Shaheeda, Medha Bairy and Shama Prasada

2. Evolution of Artificial Intelligence

Aravind Sridhar, Bala Pesala, Geethanjali Radhakrishnan, Jeffrey Niezgoda and Sandeep Gopalakrishnan

3. Futuristic Application of Artificial Intelligence

Romy Roy, Soniya Shende, V.P Thejashwini, Kamlesh Yadav and Khader Shameer

4. Comparison of Human Intelligence with Artificial Intelligence

Shajil UK, Sujith A and Baiju G Nair

5. Advantages and Disadvantages of Artificial Intelligence

Alex Thomas and Pratap Reddy Kuppasani

6. Comparison of Machine Learning and Deep Learning

Priyanka Narad, Alakto Choudhury, Kritika Shukla, Mannat Singh, Deepak Modi and Abhishek Sengupta

7. Supervised Learning

Arasu Narayan

8. Unsupervised Learning

Arasu Narayan

9. Ethics in Artificial Intelligence

Athira SS, Megha KB, Greeshma N, Aswathy V, Manjoosha RY, Renu John, and Mohanan PV

10. Learning Anatomy using Virtual Dissections: Previous Experience and Future Directions Integrating Artificial Intelligence and Multiple Approaches

Miguel Pais-Vieira

SECTION II: APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN BIOLOGICAL SCIENCES

11. Artificial Intelligence in Medical Sciences

Ravinder Sharma, Vikas Gupta, Subh Naman, Gunpreet Kaur and Parveen Bansal

12. Artificial Intelligence in Biotechnology

Kunal Kumar, Rajani Sharma, Kunal Ranjan and Dhananjay K. Pandey

13. Artificial Intelligence in drug discovery

Grace R. Raji, Arya Vinod and V.B. Sameer Kumar

14. Artificial Intelligence in Biosciences

Zitin Wali, Neha Pinky and Suhel Parvez

15. Artificial Intelligence in System Biology

Pankhi Vatsa and AB Pant

16. Artificial Intelligence-based Methods for Drug Screening

Rahul Raghavan Thekke Veedu

17. Artificial Intelligence in Synthetic Biology

Naorem Bela Devi, Suparna Sen and Kannan Pakshirajan

18. Cognitive Artificial Intelligence

Kavati Pavan Kumar, Swarubini PJ and Nagarajan Ganapathy

19. Artificial Intelligence in Digital Biology

Kavipriya Murugaiyana, Swarubini PJ, Kavati Pavan Kumar, Basu Bhattacharjee, Aravind Kumar Rengan and Nagarajan Ganapathy

20. Artificial Intelligence in Biological Data Science

Ashtami J, Megha KB, Greeshma N, Aswathy V, Manjoosha RY, Renu John and Mohanan PV

21. Artificial Intelligence in Bioinformatics

Abhishek Subramanian and Nishant Kumar

22. Impact of Artificial Intelligence on Society: A Healthcare Perceptive

Greeshma N, Aswathy Vijay, Manjoosha Ratna Yerrapragada, Megha KB, Athira SS, Mohanan PV and Renu John

23. Application of AI in Digital Pathology

Shanthi PB and Ranjini Kudva

24. Deep Learning and AI in Digital Cytology

Ashwini S Galande, Vikas Thapa, Aswathy Vijay, Sandeep Karunakaran, Alex C Varghese, Megha KB, Athira SS, Mohanan PV and Renu John

25. Applications of Artificial Intelligence in RNA-sequencing

Anjana Soorajkumar

26. Artificial Intelligence in Pharmacovigilance and Materiovigilance

Rishi Kumar and Parveen Kumar Goyal

27. AI in imaging: Emphasis on medical imaging

Katarzyna Swist-Szulik

28. The Decisive Role of Artificial Intelligence in Toxicology: Advancements and Applications

Megha KB, Athira SS, Greeshma N, Aswathy V, Manjoosha RY, Renu J and Mohanan PV

Index

Biography

Dr P.V. Mohanan was a Fellow of National Academy of Science, India and Royal Society of Biologists, UK. He was a JSPS Post doctoral Fellow at the University of Tsukuba, Japan in the field of Neurotoxicity. As a toxicologist, he was associated with all the medical devices/technologies developed at SCTIMST (Government of India). He headed both the Division of Toxicology and Dept. of Applied Biology. Dr Mohanan was a member in the Empowered committee on the 'Rapid Response Regulatory Framework for COVID-19 to deal with applications for development of vaccines, diagnostics, prophylactics and therapeutics and an expert member in the statutory Committee, RCGM, DBT, New Delhi. Dr Mohanan also served as an expert member at the DST, SERB, DBT, ICMR, CSIR and FSSAI Scientific committees. He was an Expert member of the Joint Food and Agriculture Organization of the United Nations and the World Health Organization (JECFA), USA. He was a member in the Scientific Advisory Committee of ICMR-NARFBR, Hyderabad and a Visiting Professor and Visiting Researcher at Toyo University, Japan and also a Certified Biological Safety Specialist. Dr Mohanan was an Adjunct Professor at the Indian Institute of Technology, Hyderabad and Jamia Hamdard University, New Delhi, India. He received a lifetime achievement award from the Society of Toxicology India for outstanding contribution in the field of toxicology. He patented an ELISA kit for the measurement of pyrogenicity. Dr Mohanan made significant contributions to the development of medical device regulations in India. He received a certificate of appreciation from the Ministry of Science and Technology, Government of India for his contribution to India getting full adherent status on GLP from OECD. He authored more than 300 publications, edited 10 books, 5 patent filed and 5 design registrations. He was the Secretary General of Society of Toxicology, India and Vice President, Kerala Academy of Sciences, India.