Editors: D. Arul Kirubakaran, K. Martin Sagayam, K. Udaya Kumar, R. Malkiya Rasalin Prince, Ahmed A. Elngar

AI, Big Data, and Healthcare: Data-Driven Applications (Part 1)

eBook: US $99 Special Offer (PDF + Printed Copy): US $159
Printed Copy: US $109
Library License: US $396
ISBN: 979-8-89881-625-4 (Print)
ISBN: 979-8-89881-624-7 (Online)
Year of Publication: 2026
DOI: 10.2174/97988988162471260101

Introduction

AI, Big Data, and Healthcare: Data-Driven Applications (Part 1) examines how artificial intelligence, deep learning and the Internet of Things are reshaping clinical diagnosis and healthcare delivery. Chapters present deep learning for detecting endodontic anomalies and pneumonia in chest X-rays, IoT-based sleep apnea monitoring, the shift to e-hospitals in India, and global frameworks for biotechnology safety. The volume closes by extending these data-driven methods to Industry 4.0 and the Industrial Internet of Things in manufacturing.


Key Features

  • - Applied case studies in medical imaging and diagnostics.
  • - Covers deep learning, object detection, KNN clustering and IoT.
  • - Addresses policy, security and digital health adoption.
  • - Connects healthcare AI with Industry 4.0 practices.

Target Readership :

Researchers, graduate students, clinicians, health informaticians, data scientists and digital health policymakers.

Foreword

- Pp. i
Tapas Debnath
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Preface

- Pp. ii-iii (2)
D. Arul Kirubakaran, K. Martin Sagayam, K. Udaya Kumar, R. Malkiya Rasalin Prince, Ahmed A. Elngar
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List of Contributors

- Pp. iv-vi (3)

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Introduction and Overview of AI, Big Data, and Data-driven Applications in Healthcare

- Pp. 1-20 (20)
D. Arul Kirubakaran, R. Malkiya Rasalin Prince, K. Martin Sagayam*, K. Udaya Kumar, Ahmed A. Elangar, S. Dhansekar, D. J. Jagannath, Natarajan Manikandan, Pasupuleti Thejasree

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Detection of Endodontic Anomalies through Advanced Deep Learning Techniques

- Pp. 21-34 (14)
Nikita Sharma*, Hemlata Jain, Sumit Kumar Kapoor, Shairai Ali, Mariyam Ouaissa

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Deep Learning-Based Object Detection for Pneumonia Detection in X-Ray Scans

- Pp. 35-58 (24)
Premkumar Duraisamy*, S. V. Sudha, V. Niranjani, Sree Rajeswari M.

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Detection of Sleep Apnea Using IoT Technologies

- Pp. 59-82 (24)
Xavier Arockiaraj S.*, M. Keerthika, S. Kaviya, Ajay Mithun A., N.R.S. Hemadarshini, Prabha Kumaresan

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Investigation of Global Frameworks and Policies in Biotechnology Safety and Security Measures using KNN Clustering - Qualitative Study

- Pp. 83-110 (28)
E. Charumathi, M. Ashok*, Kumar Ramasamy, A. Umadevi, V. Kavitha

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Transforming Healthcare in India: The Role of e-Hospitals, Online Registration Systems, and AI

- Pp. 111-131 (21)
Prakash K. Elamana, V. Palani Singh*, Arabinda Saha

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Critical Investigation and Impact of Artificial Intelligence in Healthcare

- Pp. 132-155 (24)
Nikhil Kumar Goyal*, Monika Dandotiya, Shikha Sharma, Monika Kumari, A. Anushya

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AI-Driven Precision Revolutionizes Pneumonia Diagnosis with Advanced Object Detection in Chest X-Rays

- Pp. 156-174 (19)
M. Robinson Joel, V. Ebenezer*, S. Rumitha, E. Bijolin Edwin, M. Roshni Thanka, S. Stewart Kirubakaran, K. Martin Sagayam, Belfin Robinson Vimala

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Pathways and Strategies for the Fourth Industrial Revolution in Manufacturing Technology

- Pp. 175-190 (16)
Natarajan Manikandan, Pasupuleti Thejasree*, Marimuthu Siva

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Industrial Internet of Things for Manufacturing Techniques

- Pp. 191-206 (16)
Natarajan Manikandan, Pasupuleti Thejasree, Siva Marimuthu, Siva Marimuthu, Duraisamy Palanisamy

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Subject Index

- Pp. 207-211 (5)
D. Arul Kirubakaran, K. Martin Sagayam, K. Udaya Kumar, R. Malkiya Rasalin Prince, Ahmed A. Elngar
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