Editors: Parma Nand, Vishal Jain, Dac-Nhuong Le, Jyotir Moy Chatterjee, Ramani Kannan, Abhishek S. Verma

Series Title: IoT and Big Data Analytics

Deep Learning for Healthcare Services

Volume 2

eBook: US $39 Special Offer (PDF + Printed Copy): US $63
Printed Copy: US $43
Library License: US $156
ISSN: 2972-4147 (Print)
ISSN: 2972-4155 (Online)
ISBN: 978-981-5080-24-7 (Print)
ISBN: 978-981-5080-23-0 (Online)
Year of Publication: 2023
DOI: 10.2174/97898150802301230201

Introduction

This book highlights the applications of deep learning algorithms in implementing big data and IoT enabled smart solutions to treat and care for terminally ill patients. It presents 5 concise chapters showing how these technologies can empower the conventional doctor patient relationship in a more dynamic, transparent, and personalized manner. The key topics covered in this book include:

- The Role of Deep Learning in Healthcare Industry: Limitations

- Generative Adversarial Networks for Deep Learning in Healthcare

- The Role of Blockchain in the Healthcare Sector

- Brain Tumor Detection Based on Different Deep Neural Networks

Key features include a thorough, research-based overview of technologies that can assist deep learning models in the healthcare sector, including architecture and industrial scope. The book also presents a robust image processing model for brain tumor screening.

Through this book, the editors have attempted to combine numerous compelling views, guidelines and frameworks. Healthcare industry professionals will understand how Deep Learning can improve health care service delivery.

Audience

Health care industry professionals, scholars in computer science and health care management

Preface

- Pp. i-ii (2)
Parma Nand, Vishal Jain, Dac-Nhuong Le, Jyotir Moy Chatterjee, Ramani Kannan, Abhishek S. Verma
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List of Contributors

- Pp. iii-iv (2)

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Role of Deep Learning in Healthcare Industry: Limitations, Challenges and Future Scope

- Pp. 1-22 (22)
Mandeep Singh*, Megha Gupta, Anupam Sharma, Parita Jain, Puneet Kumar Aggarwal

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Generative Adversarial Networks for Deep Learning in Healthcare: Architecture, Applications and Challenges

- Pp. 23-47 (25)
Shankey Garg*, Pradeep Singh

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Role of Blockchain in Healthcare Sector

- Pp. 48-62 (15)
Sheik Abdullah Abbas*, Karthikeyan Jothikumar, Arif Ansari

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Brain Tumor Detection Based on Different Deep Neural Networks - A Comparison Study

- Pp. 63-89 (27)
Shrividhiya Gaikwad, Srujana Kanchisamudram Seshagiribabu, Sukruta Nagraj Kashyap, Chitrapadi Gururaj*, Induja Kanchisamudram Seshagiribabu

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A Robust Model for Optimum Medical Image Contrast Enhancement and Tumor Screening

- Pp. 90-111 (22)
Monika Agarwal, Geeta Rani*, Vijaypal Singh Dhaka, Nitesh Pradhan

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Subject Index

- Pp. 112-115 (4)

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