Data-Driven Analytics for Healthcare: Artificial Intelligence and Machine Learning for Medical Diagnostics
Author: by Meghna Sharma (Editor), Priyanka Vashisht (Editor), A. V. Senthil Kumar (Editor), Chitra Singh (Editor), Abdelmalek Amine (Editor)
Publisher finelybook 出版社: Apple Academic Press
Edition 版次: 1st edition
Publication Date 出版日期: 2025-02-10
Language 语言: English
Print Length 页数: 274 pages
ISBN-10: 1774917602
ISBN-13: 9781774917602
Book Description
By finelybook
About the Author
Meghna Sharma, PhD, is an Associate Professor and Data Science Specialisation Lead in the Department of Computer Science and Engineering at The NorthCap University, Gurugram, India. She has more than 20 years of teaching, research, and administration experience. She earlier worked as a scientist in the Control Systems Group, ISRO Satellite Center, Bangalore. She is a recipient of “Award for Science” conferred by Govt. of Haryana. She has published 35 research papers and three international patents and two national patents in the AI domain.
Priyanka Vashisht, PhD, is an Associate Professor of Computer Science and Engineering at Amity University Haryana, Gurugram, India. She has more than 19 years of teaching, research, and administration experience. She is a faculty sponsor for the ACM Students Chapter. She has published many research papers in journals and conferences as well as book chapters. She has two Indian and two international patents in her name. She has chaired international conferences and is a reviewer for many national and international conferences and journals.
A. V. Senthil Kumar, PhD, has five years of industrial experience and 27 years of teaching experience. He has published book chapters, papers in international and national journals and conferences, and several edited books. He is an Associate Editor of IEEE Access and a key member for the Machine Intelligence Research Lab, India. Professor Kumar is an editorial board member and reviewer for various international journals. He is also a committee member for various international conferences.
Chitra Singh, PhD, is a Professor of Chemistry Education and Environmental Education, National Council of Educational Research and Training, Bhopal, Madhya Pradesh, India, for more than 22 years. Dr. Singh has published more than 40 papers in various journals, completed eight research projects, conducted 25 training programs, and developed 20 curriculum materials.
Abdelmalek Amine, PhD, is a Professor of Computer Science at the University of Saida Dr. Moulay Tahar, Algeria, where he is also Director of the Knowledge Management and Complex Data Laboratory and Vice Rector of External Relations and Cooperation. His research interests include big data, IoT, data mining, text mining, ontology, classification, clustering, neural networks, and biomimetic optimization methods. He has several publications in the field of AI and is on the editorial boards of eminent international journals.
Table of Contents
Introduction
1. Predictive and Descriptive Analytics in Healthcare
Gurjapna Anand and Priyanka Vashisht
2. Biomimetics and Mind-Machine Interface: The Human Brain as a Quantum Computer
Arkajit Bhattacharya and A. B. Bhattacharya
3. The Inevitable Artificial Intelligence Revolution in Healthcare
Sarthak Goel, Anamika Guha, and B. K. Tripathy
4. Object Detection Approach for Pneumonia Detection Using X-Ray Images
Tanishq Varshney and Ruchi Sehrawat
5. Corona Tracker: An Application for Monitoring and Tracking Corona Disease
Shailendra Singh Gaur, Jai Gaur and Vansh Gupta
6. Investigation on Diagnosing Irregularities in Endodontic Applications Using Deep Learning Methods
A. Aishwariya, K. A. Sunitha, and K. T. Magesh
7. Teknomo–Fernandez Kernelized Discriminant Analysis-Based Connectionist Deep Multilayer Perceptive Neural Learning for Human Activity Recognition
R. Bagavathi Lakshmi and A. Saranya
8. Transforming Healthcare with AI: An Adequate Method for Diabetes Prediction Using Machine Learning Techniques
Priyanka Sharma and Mani Butwall
9. A Survey on Artificial Intelligence and Machine Learning Approaches for Medical Data Authentication
B. Madhushree, A. V. Senthil Kumar, and H. R. Chennamma
10. Data-Driven Analytics for Healthcare: Artificial Intelligence and Machine Learning for Medical Diagnostics
B. Malavika, A.V. Senthil Kumar, G. Vanishree, and Meenakshi Sharma
11. M-Blockchain: A Futuristic Approach for Healthcare
Shaik Khaja Mohiddin, Balaganesh, and Mohammed Ali Hussain
12. Blockchain in Healthcare: Evolution, Applications, and Challenges
Shaik Rasool, Uma N. Dulhare, and A. V. Senthil Kumar
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