Blockchain and IoT based smart healthcare systems / L. Ashok Kumar [and three others].

Format:

Book

Author/Creator:

Kumar, L. Ashok, author.

Language:

English

Subjects (All):

Big data.

Internet of things--Industrial applications.

Internet of things.

Medical care--Data processing.

Medical care.

Physical Description:

1 online resource (306 pages)

Edition:

First edition.

Place of Publication:

Singapore : Bentham Science Publishers, [2024]

Summary:

New technologies like blockchain and Internet of Things (IoT) are constantly improving the state-of-the-art in healthcare services. The trend of keeping medical records in digital formats is also increasing the reliance of modern healthcare service providers on these new technologies. This edited book brings a collection of reviews on blockchain and IoT technologies that are driving innovation in digital and smart healthcare systems. The editors bring an academic and practical approach to assist professionals and readers in understanding computerized healthcare solutions. 16 referenced chapters provide knowledge about fundamental framework, research insights, and empirical evidence for effective smart healthcare applications. The chapters also cover benefits and challenges of specific smart health frameworks, giving an informative overview of the subject. Key themes of the book include: 1. Technological Foundations for Smart Healthcare 2. Blockchain Applications in Healthcare 3. Internet of Things (IoT) in Healthcare 4. Artificial Intelligence (AI) Integration 5. Security, Privacy, and Authentication 6. Medical Imaging and Deep Learning 7. Telemedicine The content in the book is designed to help administrators and healthcare professionals to understand the basics of blockchain tech and IoT in smart healthcare systems and strengthen the competitive advantage of their clinics. Readership Healthcare professionals and administrators.

Contents:

Cover

Title

Copyright

End User License Agreement

Contents

Foreword

Preface

List of Contributors

The Role of Emerging Technologies in Smart Health Care

Jaskiranjit Kaur1,* and Parvesh Kumar2

INTRODUCTION

Artificial Intelligence (AI)

INITIATIVES ON AI

Self-Diagnosis AI Apps

AI is a Useful Tool for Emergency Medical Personnel

Speeds Up the Invention and Improvement Of Genetic Remedy

AI in Pandemic

NANOTECHNOLOGY

How Nano-medicines or Smart Pills Work?

IoT

Five-Layer Architecture of IoT

Healthcare Monitoring Devices, Embedded Sensors

IoT Device Trends and Anticipated Growth

Key Market Insights

Drone

Transporting Devices and Materials

Enable Backup Transport System in the Pandemic

Delivering Organ Transfers

Blockchain

Machine Learning

CONCLUSION

REFERENCES

An Overview of Blockchain in the Field of Smart Healthcare System

Ramya E.1,* and Kumaresan N.2

MAJOR ISSUES AND CHALLENGES OF HEALTHCARE SYSTEMS

ROLE OF BLOCKCHAIN IN THE HEALTHCARE SYSTEM

BLOCKCHAIN APPLICATIONS IN HEALTHCARE

ROLE OF ARTIFICIAL INTELLIGENCE AND BLOCKCHAIN IN SMART HEALTHCARE SYSTEMS

RECENT CHALLENGES TO BLOCKCHAIN IMPLEMENTATION IN IN THE HEALTHCARE SYSTEMS

CONCLUSION AND FUTURE WORK OF BLOCKCHAIN IN THE FIELD OF SMART HEALTHCARE SYSTEMS

Integration of Blockchain and Internet of Things

R. Babu1,*, Jayashree K.2, Priya Vijay3 and Vijay K.3

BLOCKCHAIN

Components of Blockchain

Blockchain's Features

Types of Blockchain

INTERNET OF THINGS

Features of IoT System

Significant Utilization of IoT during the Covid-19 Pandemic

INTEGRATION OF BLOCKCHAIN AND INTERNET OF THINGS

RELATED WORK

RESEARCH CHALLENGES OF IOT DATA ON BLOCKCHAIN

FUTURE RESEARCH DIRECTIONS.

i. Machine Machine Learning-Based Solutions for BIoT Applications' Security and Privacy

ii. Problems Arising from Decentralization's Technical Implementation

iii. Blockchain Infrastructure

iv. Governance, Regulations, and Legal Aspects

v. Adaptability

CONCLUSION AND FUTURE WORK

Consequences and Deliberations in Implementation of Blockchain and Internet of Things Integration

K. Karthigadevi1,* and G. Srinivasagan2

LITERATURE REVIEW

Blockchain Types

a. Public Blockchain

b. Blockchain Consortium

c. Personalized Blockchain

i. The Transaction Between Performance, Power Consumption and Security

ii. Cooperating Between Throughput and Concurrency:

iii. Property Tests of IoT:

iv. Difficulties for Preserving Transparency and Confidentiality in IoT

v. Regulation and Difficulties of Blockchain Technology in IoT

LIMITATIONS AND IOT APPLICATION ATTACKS

Limitations in IoT of Wireless Sensor

BLOCKCHAIN SECURITY ANALYSIS

Improved Blockchain Security

Decentralization

Higher Traceability

Reduced Cost

Data Privacy

Immutability

Greater Transparency

Blockchain Integrated with Internet of Things-benefits, Challenges

Geeta Amol Patil1,*, Surekha K.B.1, Chaithra V.1 and Anand Kumar S.2

AN OVERVIEW OF THE INTERNET OF THINGS

Centralized Architecture of IoT

AN OVERVIEW OF BLOCKCHAIN

Design, Architecture and Methodology

BENEFITS AND APPLICATIONS

Benefits of Integrating IoT and Blockchain

Applications of Integration of IoT a Blockchain

CONCLUSION &amp

FUTURE WORK

Blockchain Powered Medical Sector - Application, Challenges and Future Research Scope

Divya P.1,*, Saranya R.2 and Praveena V.3

COMPONENTS OF BLOCKCHAIN.

LITERATURE REVIEW

BLOCKCHAIN TECHNOLOGY IN MEDICAL SECTOR

Significant Applications Blockchain for Healthcare

Information Storage of a Patient

Analyse the Effects of a Particular Procedure

Validation

Safety and Transparency

Health Record Keeping

Clinical Trial

Display Information

Identification of False Content

Reduces Needless Overhead Expenses

Patient Monitoring

Create Research Initiatives

Maintain Financial Statements

Improves Safety

Reduce Data Transformation Time and Cost

Drug Traceability

CHALLENGES IN HEALTHCARE BLOCKCHAIN ADAPTATION

Data Collection and Storage

Data Sharing and Interoperability

The Need for a Socioeconomic Database

Blockchain in the Healthcare Domain and Performing Various Security Analysis

Suresh Kumar Nagarajan1,*, Geetha Narasimhan2, Akila Victor2, Yash Vaish2 and Pranshu Tripathi2

LITERATURE SURVEY

PROBLEM STATEMENT

RESEARCH FRAMEWORK

IMPLEMENTATION

BitCoin Wallet

TESTING

RESULTS AND DISCUSSION

Summary of the Website

Website Screenshot

Exchange Spoof Attack

IOT-Based Smart Healthcare System with Hybrid Key Generation and DNA Cryptography

Vidhya E.1,*

PROPOSED WORK

Key Generation Process

Encryption Process

Decryption Process

Security Enhancement in Cloud and Edge Computing Through Blockchain Technology

Santanu Koley1,* and Pinaki Pratim Acharjya1

CLOUD COMPUTING

PRIVACY CHALLENGES IN CLOUD COMPUTING

Data Confidentiality Issues

Data Loss Issues

Geographical Data Storage Issues

Multi-Tenancy Security Issues

Transparency Issues

Hypervisor Related Issues

Managerial Issues.

BLOCKCHAIN

Blockchain Introduces Benefits for Security and Privacy

BLOCKCHAIN RESEARCH AREAS FROM A SECURITY AND PRIVACY PERSPECTIVE

Healthcare

Internet of Things

Vehicular Cloudlet

Payment and Loan

Privacy-Preserved Tracking

BLOCKCHAIN IN HEALTHCARE

Healthcare Implementation Using Blockchain

EDGE COMPUTING

APPLYING BLOCKCHAIN IN EDGE COMPUTING TO IMPROVE SECURITY AND PRIVACY

Anonymity

Authentication

Protocol Security

Security and Privacy in Architecture

Data Security

Integrity

Availability

User Privacy

ADVANTAGES OF COMBINING THE CLOUD COMPUTING NETWORK WITH BLOCKCHAIN TECHNOLOGY

Cloud Computing with Hyperledger Blockchains

Efficient Ownership Tracking

Increased Data Security

Fault Tolerance

Scalability

Faster Disaster Recovery

Micro Transactions

Distributed Supercomputing

Smartening Healthcare Sector

Smart Manufacturing

ACKNOWLEDGEMENTS

AUTHOR CONTRIBUTIONS

Effective Automated Medical Image Segmentation Using Hybrid Computational Intelligence Technique

Manoranjan Dash1,*, Raghu Indrakanti2 and M. Narayana2

RELATED WORKS

DATABASE DETAILS

METHODOLOGY

RESULTS

IoT-Botnet Detection and Mitigation for Smart Healthcare Systems using Advanced Machine Learning Techniques

S. Jayanthi1,* and A. Valarmathi2

Background Methodologies

I. Botnet

II. DDoS attack

III. Security vulnerabilities in IoT

THEME OF WORK

PROPOSED DETECTION METHOD

A. ARCHITECTURE DIAGRAM

1. Collection of Dataset

2. Data Pre-processing

3. Feature Engineering

4. Training and Testing Data

5. Splitting of Data

B. SUPPORT VECTOR MACHINE

C. MULTI-LAYER PERCEPTRON (MLP) CLASSIFIERS.

D. LIGHT GRADIENT BOOSTER MACHINE

E. PSEUDOCODE

PROPOSED APPROACH

RESULTS &amp

ANALYSIS

Research Challenges Addressed

Smart Healthcare Classifier - Skin Lesion Detection using a Revolutionary Light Weight Deep Learning Framework

Sanjay V.1,*, Suresh Kumar Nagarajan2 and Sarvana Kumar S.3

DL Segmentation Techniques

Number-theoretic First-order Cumulative Moment Algorithm

Recent Trends in Telemedicine, Challenges and Opportunities

S. Kannadhasan1,*, R. Nagarajan2 and M. Shanmuganantham3

TELEMEDICINE

HEALTHCARE

INDUSTRY SECTOR

MACHINE LEARNING

APPLICATIONS OF BIOMEDICAL SECTOR

Sustainable Development for Smart Healthcare using Privacy-preserving Blockchain-based FL Framework

D. Karthika Renuka1,*, R. Anusuya2 and L. Ashok Kumar2

PROPOSED METHODOLOGY

i. Methodology Used

ii. Modules Identified

iii. Modules For Framework Selection

iv. Modules For Privacy Preservation

v. Module For Communication Efficient

A). DATASET DESCRIPTION

B). IMPLEMENTATION: MODULE 1-FL WITH FLOWER FRAME- WORK

I). ALGORITHM

Server

Client

II). IMPLEMENTATION

C). MODULE 2-FL WITH PYSYFT FRAMEWORK

D). MODULE 3-FL WITH SECURE MULTIPARTY COMPUTATION

E). MODULE 5: FL WITH DIFFERENTIAL PRIVACY

F). MATHEMATICAL EXPLANATION

B). ATTACKS

Smart Ambulance for Emergency Cases to be Reported to Hospitals at the Earliest using Deep Learning Algorithms and Blockchain-based Distri- buted Health Record Transactions for smart Cities.

V. Kavitha1,* and Partheeban Pon2.

Notes:

Includes bibliographical references.

Description based on publisher supplied metadata and other sources.

Description based on print version record.

ISBN:

9789815196290

9815196294

OCLC:

1425793209