Editors: Geeta Rani, Vijaypal Singh Dhaka, Pradeep Kumar Tiwari

Disease Prediction using Machine Learning, Deep Learning and Data Analytics

eBook: US $59 Special Offer (PDF + Printed Copy): US $108
Printed Copy: US $78
Library License: US $236
ISBN: 978-981-5179-13-2 (Print)
ISBN: 978-981-5179-12-5 (Online)
Year of Publication: 2024
DOI: 10.2174/97898151791251240101

Introduction

This book is a comprehensive review of technologies and data in healthcare services. It features a compilation of 10 chapters that inform readers about the recent research and developments in this field. Each chapter focuses on a specific aspect of healthcare services, highlighting the potential impact of technology on enhancing practices and outcomes.

The main features of the book include 1) referenced contributions from healthcare and data analytics experts, 2) a broad range of topics that cover healthcare services, and 3) demonstration of deep learning techniques for specific diseases.

The book is a resource for learners and professionals in healthcare service training programs and health administration departments.

Key topics:

  • - Federated learning in analysis of sensitive healthcare data while preserving privacy and security.
  • - Artificial intelligence for 3-D bone image reconstruction.
  • - Detection of disease severity and creating personalized treatment plans using machine learning and software tools
  • - Case studies for disease detection methods for different disease and conditions, including dementia, asthma, eye diseases
  • - Brain-computer interfaces
  • - Data mining for standardized electronic health records
  • - Data collection, management, and analysis in epidemiological research

Readership

Learners and professionals in healthcare service training programs and health administration departments.

Contributors

Editor(s):
Geeta Rani
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur, India


Vijaypal Singh Dhaka
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur, India


Pradeep Kumar Tiwari
Dr. Vishwanath Karad MIT
World Peace University
Pune, India




Contributor(s):
Anu Saini
GB Pant DSEU
Okhla-1 Campus
Delhi
India


E. Fantin Irudaya Raj
Department of Electrical and Electronics Engineering
Dr. Sivanthi Aditanar College of Engineering
Tamil Nadu
India


E. Francy Irudaya Rani
Department of Electronics and Communication Engineering
Francis Xavier Engineering College
Tamil Nadu
India


Geeta Rani
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur
India


Geeta Rani
Manipal University Jaipur
Manipal University
Jaipur
India


Geeta Rani
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur
India


Heta Patel
Manipal University Jaipur
Manipal University
Jaipur
India


Kanika Soni
National Institute of Technology
National Institute of Technology
Delhi
India


Manish Dixit
Department of Computer Science and Engineering
Madhav Institute of Technology and Science
Madhya Pradesh
India


M. Kiruthiga Devi
Department of Computer Science and Engineering
Sri Sai Ram Engineering College
Chennai
India


M.R. Pooja
Vidyavardhaka College of Engineering
Mysuru
Karnataka
India


Meet Oza
Manipal University Jaipur
Manipal University
Jaipur
India


Monika Agarwal
Dayanand Sagar University
Bangalore
Karnataka
India


Neha Kohli
GD Goenka University
Goenka University
Gurugram
India


Nitesh Pradhan
LNM Institute of Information Technology
LNM Institute of Information Technology
Jaipur
India


Rajni
GB Pant DSEU
Okhla-1 Campus
Delhi
India


Ritik
GB Pant DSEU
Okhla-1 Campus
Delhi
India


Shelly Sachdeva
National Institute of Technology
National Institute of Technology
Delhi
India


Shivani Batra
KIET Group of Institutions
Delhi-NCR
Uttar Pradesh
India


Sunita Kumari
GB Pant DSEU
Okhla-1 Campus
Delhi
India


Sushma Hans
Amity University
Dubai Campus
Dubai
United Arab Emirates


Shivani Batra
KIET Group of Institutions, Delhi-NCR
Ghaziabad
Uttar Pradesh
India


Shradha Dubey
Department of Computer Science and Engineering
Madhav Institute of Technology and Science
Madhya Pradesh
India


Sushma Hans
Amity University
Dubai Campus,
Dubai
United Arab Emirates


Sushma Hans
Amity University
Dubai Campus
Dubai
United Arab Emirates


T. Lurthu Pushparaj
Department of Chemistry
Tirunelveli Dakshina Mara Nadar Sangam College
Tamil Nadu
India


Vaishali Arya
GD Goenka University
Goenka University
Gurugram
India


Vijaypal Singh Dhaka
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur
India


Vijaypal Singh Dhaka
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur
India


Vijaypal Singh Dhaka
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur
India


Vinay Kumar
KIET Group of Institutions, Delhi-NCR
Ghaziabad
Uttar Pradesh
India