Bioinformatics and Beyond

AI Applications in Healthcare
1. Auflage 2025
ISBN: 978-1-032-83242-5
Verlag: Taylor & Francis Ltd (Sales)

Buch, Englisch, 310 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 612 g

Reihe: Artificial Intelligence for Sustainable Engineering and Management

This book is a comprehensive exploration of the dynamic interplay between bioinformatics and artificial intelligence (AI) within the healthcare landscape. This book introduces readers to the foundational principles of bioinformatics and AI, elucidating their integration and collaborative potential.

Bioinformatics and Beyond: AI Applications in Healthcare explores the transformative impact of data-driven insights, showcasing the applications of machine learning in diagnostics, personalized medicine, and genomic advancements. The book unveils the pivotal role AI plays in accelerating pharmaceutical research. Moreover, it addresses the practical implementation of AI in clinical decision support systems, while also critically examining challenges and ethical considerations associated with these technologies. Finally, the book looks toward the future, envisioning emerging trends and technologies that promise to reshape the future of healthcare. Aimed at professionals, researchers, and students across diverse disciplines, this book serves as an invaluable guide to understanding and navigating the evolving landscape of AI applications in healthcare.

This book is tailored to meet the needs of scientists, researchers, practitioners, professionals, and educators actively engaged in the realms of bioinformatics, artificial intelligence, and healthcare. It will be an indispensable resource for those seeking advanced strategies to address challenges and harness opportunities in the rapidly evolving fields of medical and biomedical research.

Zielgruppe

Postgraduate and Professional Reference

Autoren/Hrsg.

Sharma, Moolchand

Sharma, Deepak Kumar

Agarwal, Deevyankar

Al Harthy, Khoula

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik

Inhaltsverzeichnis

Contents

Preface

About the book

About the editors

List of Contributors

Introduction and Scope

1. AI and Machine Learning in Modern Healthcare

Kshatrapal Singh, Vijay Shukla, Dhiraj Gupta, Yogesh Kumar Sharma

2. Telemedicine and Remote Prenatal Care: A Soft Computing Approach

Pradnya S. Mehta, Pranav Bafna, Atharv Sawant, Pratik Patil, Niraj Pandit

3. Detection of Abnormality in Heart Rhythm Using Machine Learning Approach

Prabhudutta Ray, Raj Rawal, Ahsan Z. Rizvi

4. AI in Drug Discovery and Development

Tahreem Shahzad, Arooj Fatima Tul Zahra, Ayesha Naeem, Mujahid Tabassum

5. Transforming Healthcare: Leveraging Machine Learning Algorithms for Diagnosis, Treatment, and Management

Indu Joseph Thoppil, K. Ashtalakshmi, Ramesh Chundi

6. Gestational Diabetes Prediction Using Hybrid Probabilistic Machine Learning Models

Lakshmi K, Umme Salma M., Sangeetha Shathish

7. AI in Diagnostics and Disease Prediction: Urolithiasis

Suneel Kumar and Dashrath Singh

8. Unveiling Cheminformatics for Accelerated Drug Discovery and Development: A Computational-Guided Approach

Amanpreet Kaur and Debasish Mandal

9. Transformative Applications of AI and Machine Learning in Bioinformatics for Healthcare Systems

Arooj Fatima Tul Zahra, Mujahid Tabassum, Nabiea Shehma, Moeza Anam, Tripti Sharma

10. Revolutionizing Drug Development: The Role of AI in Modern Pharmaceutical Research

Samridhi Agarwal and Amit Kumar Dutta

11. Impact of AI on Healthcare from Diagnostics to Drug Discovery

Smrita Singh and Ashutosh Singh Chauhan

12. Biomedical Imaging Techniques in AI Applications

T. Kalpana, R.Thamilselvan and T.M.Saravanan

13. Ethical Implications of AI in CRISPR: Responsible Genome Editing

Umesh Gupta, Ayushman Pranav, Rajesh Kumar Modi, and Ankit Dubey

Index

Über Autor(innen)

Moolchand Sharma is currently an Assistant Professor in the Department of Computer Science and Engineering at the Maharaja Agrasen Institute of Technology, GGSIPU Delhi. His research areas include Artificial Intelligence, Nature-Inspired Computing, Security in Cloud Computing, Machine Learning, and Search Engine Optimization.

Deepak Kumar Sharma is an Associate Professor in the Department of Information Technology, Indira Gandhi Delhi Technical University for Women (IGDTUW), Kashmere Gate, Delhi, India. Earlier, he has worked as Assistant Professor at Netaji Subhas University of Technology (Formerly N.S.I.T.), Dwarka, Delhi. He obtained his Ph. D in Computer Engineering from University of Delhi, India in 2016. His research interests include opportunistic networks, wireless ad hoc and sensor networks, Software Defined Networks and IoT Networks. He has over 17 years of experience in Academics.

Deevyankar Agarwal received his Ph.D. with outstanding grades in the applied Artificial intelligence domain from the Department of Information Technology and Telecommunications, University of Valladolid, Spain. He has extensive experience in machine learning, having conducted research on applied deep learning. He has 22 years of experience as an educator and has been working at the University of Technology and Applied Sciences, Muscat, since September 2013 as a Lecturer in the Computer Engineering Department. Additionally, he also worked as a research coordinator, where his job is to keep track of the funding process applied by professors in the engineering department, act as a go-between for funding agencies, enterprises, and the department, and try to get as much funding as possible to develop products and projects that will benefit society.

Khoula Al Harthy is an esteemed researcher with a focus on information security and a keen interest in Blockchain technology. Her career is dedicated to the empowerment of local expertise in cutting-edge technologies. She served as the President of the Oman Blockchain Club for 2 years. She is the Head of computer science and Creative Technologies department at GCET. Notably, she is the initiator of the Blockchain Research Thematic Group, driving forward the academic exploration and application of blockchain technology. Her work in this area highlights her commitment to integrating advanced tech into academia and beyond, shaping the future of information cybersecurity security and AI in the region.