Secure Big-Data Analytics for Emerging Healthcare in 5G and Beyond : Concepts, Paradigms, and Solutions.

Format:

Book

Author/Creator:

Bhattacharya, Pronaya.

Contributor:

Prasad, Vivek Kumar.

Hemanth, D. Jude.

Dutta, Pushan Kumar.

Kathait, Atul.

Dănciulescu, Daniela.

Series:

Healthcare Technologies Series

Language:

English

Subjects (All):

Medical informatics.

Big data.

Physical Description:

1 online resource (405 pages)

Edition:

1st ed.

Place of Publication:

Stevenage : Institution of Engineering & Technology, 2024.

Summary:

This edited book covers current and emerging frameworks, architectures, and solutions for secure big data analytics for the healthcare industry. The book covers the challenges of deploying security-based healthcare analytics for massive BDA applications, through smart optimized network communication infrastructures and AI-driven models.

Contents:

Contents

About the editors

1. Navigating the future: secure big data analytics in healthcare’s 5G era | Vivek Kumar Prasad, Pronaya Bhattacharya, D. Jude Hemanth, Pushan Kumar Dutta, Atul Kathait and Daniela Danciulescu

2. Big data-driven medical image processing technologies and applications | Junhua Liang, Haipeng Liu, Wenhao Wang, Jie Li, Zixuan Chai and Xinran Wang

3. Challenges in big data analytics monitoring | Palanichamy Naveen, James Deva Koresh H and Rajasekaran Thangaraj

4. Security challenges in big data analytics | Kaushal Singh and Sunil Gautam

5. Secure data sharing and collaboration in healthcare analytics | Zhou Ruoqi and Haipeng Liu

6. Enhancing healthcare data security in the era of 5G and Big Data Analytics | Tarun Kumar Vashishth, Vikas Sharma, Kewal Krishan Sharma, Bhupendra Kumar, Sachin Chaudhary and Rajneesh Panwar

7. Privacy-preserving techniques for big data analytics in healthcare | Kande Archana, Kamakshi Prasad, M. Ashok and Vadlamani Veerabhadram

8. Enabling trustworthy data sharing and collaborative insights in healthcare analytics | Pawan Whig, Shama Kouser, Ashima Bhatnagar Bhatia, Rahul Reddy Nadikattu and Pavika Sharma

9. Communication aspects in 5G-assisted big data: a performance review against 4G-LTE frameworks | Devanshi Patel, Jay Chauhan and Vivek Kumar Prasad

10. Authentication and access control schemes in 5G-based healthcare systems | T. Ananth Kumar, A. Kathiravan, P. Kanimozhi, Sunday A. Ajagbe, K. Suresh Kumar and R. Rajmohan

11. Indexing-based approach in document-centric big data | Supriya Chakraborty and Sergii Sharov

12. The AI–mental health dialogue: an investigation of their relationship | Ritaprava Bandyopadhyay and Subarna Bhattacharya

13. Research on the application of Bayesian deep learning in medical big data | Linxuan Du, Zhisheng Zhao, Xueqiong Wei, Lihua Ding, Jie Li and Bohao Li

14. Causal inference in healthcare: effective evaluation of clinical programs and other applications | Zhen Hu, Jing Fan, Deyu Sun, Haipeng Liu and Vikram Bandugula

15. Clinical risk modeling using medical big data: a machine learning approach | Zhen Hu, Jing Fan, Deyu Sun, Haipeng Liu and Vikram Bandugula

16. Unlock potential of artificial intelligence and blockchain integration for preserving privacy and medical data: high-fidelity data sharing and healthcare analytics lensing legal aspects | Bhupinder Singh and Christian Kaunert

17. The nuances of legal deviations in modern computing: a relook into the privacy and data protection laws in India and beyond | Shambhu Prasad Chakrabarty, Niladri Mondal and Shrabana Chattopadhyay

18. Charting the course: secure big-data analytics and 5G in healthcare’s transformative journey | Vivek Kumar Prasad, Pronaya Bhattacharya, D. Jude Hemanth, Pushan Kumar Dutta, Atul Kathait and Daniela Danciulescu

Index Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

1-83724-344-1

1-83953-906-2

OCLC:

1472981231