AI for Healthcare: A Guide to Medical Applications by Dr.Narasimha Chary Cholleti,Dr. N. Srihari Rao,Mr.P.Veeranna

The journey of creating “AI for Healthcare: A Guide to Medical Applications” has been made possible by the unwavering support, inspiration, and collaboration of many individuals and organizations.
We express our deepest gratitude to our families, whose patience and encouragement have been invaluable throughout this endeavor. Their constant support provided the foundation on which this book was built.
We are profoundly thankful to the management, faculty, and staff of Guru Nanak Institutions Technical Campus and Guru Nanak Institute of Technology, Hyderabad, for providing an environment that nurtures academic excellence, research, and innovation. Special thanks to the Departments of Computer Science & Engineering and Machine Learning for extending their technical resources, insightful discussions, and steadfast encouragement.
We owe a debt of gratitude to our esteemed colleagues and mentors, whose thoughtful guidance, critical feedback, and expertise across diverse domains enriched the substance and clarity of this book. The vibrant academic culture and constructive collaborations at our institutions have been a constant source of motivation.
We extend sincere appreciation to the healthcare professionals, medical practitioners, and domain experts who provided real-world insights and highlighted the practical challenges and ethical considerations of applying AI in healthcare. Your perspectives ensured the relevance and rigor of the topics addressed in this book.
Our heartfelt thanks go to our students and research scholars, who, through their inquisitiveness and dedication to academic projects, inspired many of the case studies and applications discussed in these pages.
We gratefully acknowledge the contributions of our professional communities and organizations—ISTE, CSI, IEEE Collabratec, IAENG, GDG, CSES, and SDIWC—whose collective work advances the fields of computer science and artificial intelligence.
Special thanks to the reviewers, editors, and well-wishers who meticulously reviewed the manuscript, offering guidance and encouragement to enhance the quality and accessibility of this work.
Finally, we recognize the larger scientific and healthcare communities for their pioneering research, whose open sharing of knowledge and continued commitment to innovation have made this book possible.
With sincere appreciation to all who have supported, encouraged, and inspired us in this journey.
Dr. Narasimha Chary CH
Dr. N. Shrihari Rao
Mr. P. Veeranna