1
|
Ghadi YY, Mazhar T, Shahzad T, Amir Khan M, Abd-Alrazaq A, Ahmed A, Hamam H. The role of blockchain to secure internet of medical things. Sci Rep 2024; 14:18422. [PMID: 39117650 PMCID: PMC11310483 DOI: 10.1038/s41598-024-68529-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 07/24/2024] [Indexed: 08/10/2024] Open
Abstract
This study explores integrating blockchain technology into the Internet of Medical Things (IoMT) to address security and privacy challenges. Blockchain's transparency, confidentiality, and decentralization offer significant potential benefits in the healthcare domain. The research examines various blockchain components, layers, and protocols, highlighting their role in IoMT. It also explores IoMT applications, security challenges, and methods for integrating blockchain to enhance security. Blockchain integration can be vital in securing and managing this data while preserving patient privacy. It also opens up new possibilities in healthcare, medical research, and data management. The results provide a practical approach to handling a large amount of data from IoMT devices. This strategy makes effective use of data resource fragmentation and encryption techniques. It is essential to have well-defined standards and norms, especially in the healthcare sector, where upholding safety and protecting the confidentiality of information are critical. These results illustrate that it is essential to follow standards like HIPAA, and blockchain technology can help ensure these criteria are met. Furthermore, the study explores the potential benefits of blockchain technology for enhancing inter-system communication in the healthcare industry while maintaining patient privacy protection. The results highlight the effectiveness of blockchain's consistency and cryptographic techniques in combining identity management and healthcare data protection, protecting patient privacy and data integrity. Blockchain is an unchangeable distributed ledger system. In short, the paper provides important insights into how blockchain technology may transform the healthcare industry by effectively addressing significant challenges and generating legal, safe, and interoperable solutions. Researchers, doctors, and graduate students are the audience for our paper.
Collapse
Affiliation(s)
- Yazeed Yasin Ghadi
- Department of Computer Science and Software Engineering, Al Ain University, Abu Dhabi, 15322, UAE
| | - Tehseen Mazhar
- Department of Computer Science, Virtual University of Pakistan, Lahore, 55150, Pakistan.
| | - Tariq Shahzad
- Department of Computer Science, COMSATS University Islamabad, Sahiwal Campus, Sahiwal, 57000, Pakistan
| | - Muhammad Amir Khan
- School of Computing Sciences, College of Computing, Informatics and Mathematics, Universiti Teknologi MARA, 40450, Shah Alam, Selangor, Malaysia
| | - Alaa Abd-Alrazaq
- AI Center for Precision Health, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Arfan Ahmed
- AI Center for Precision Health, Weill Cornell Medicine-Qatar, Doha, Qatar.
| | - Habib Hamam
- Faculty of Engineering, Université de Moncton, Moncton, NB, E1A3E9, Canada
- School of Electrical Engineering, Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg, 2006, South Africa
- Hodmas University College, Taleh Area, Mogadishu, Somalia
- Bridges for Academic Excellence, Tunis, Tunisia
| |
Collapse
|
2
|
Hiwale M, Walambe R, Potdar V, Kotecha K. A systematic review of privacy-preserving methods deployed with blockchain and federated learning for the telemedicine. HEALTHCARE ANALYTICS (NEW YORK, N.Y.) 2023; 3:100192. [PMID: 37223223 PMCID: PMC10160179 DOI: 10.1016/j.health.2023.100192] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 04/18/2023] [Accepted: 04/30/2023] [Indexed: 05/25/2023]
Abstract
The unexpected and rapid spread of the COVID-19 pandemic has amplified the acceptance of remote healthcare systems such as telemedicine. Telemedicine effectively provides remote communication, better treatment recommendation, and personalized treatment on demand. It has emerged as the possible future of medicine. From a privacy perspective, secure storage, preservation, and controlled access to health data with consent are the main challenges to the effective deployment of telemedicine. It is paramount to fully overcome these challenges to integrate the telemedicine system into healthcare. In this regard, emerging technologies such as blockchain and federated learning have enormous potential to strengthen the telemedicine system. These technologies help enhance the overall healthcare standard when applied in an integrated way. The primary aim of this study is to perform a systematic literature review of previous research on privacy-preserving methods deployed with blockchain and federated learning for telemedicine. This study provides an in-depth qualitative analysis of relevant studies based on the architecture, privacy mechanisms, and machine learning methods used for data storage, access, and analytics. The survey allows the integration of blockchain and federated learning technologies with suitable privacy techniques to design a secure, trustworthy, and accurate telemedicine model with a privacy guarantee.
Collapse
Affiliation(s)
- Madhuri Hiwale
- Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India
| | - Rahee Walambe
- Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India
- Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University), Pune 412115, India
| | - Vidyasagar Potdar
- Blockchain R&D Lab, School of Management and Marketing, Curtin University, Perth 6107, Australia
| | - Ketan Kotecha
- Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India
- Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University), Pune 412115, India
| |
Collapse
|
3
|
Caples M, McCarthy V, Wills T, Goodwin J, McCloskey S, Burton A, Forde M, Erlandsson T, Ryan E, Noonan B. Exploring the Use of an Electronic Competency Assessment Document Using iPad Minis to Assess Clinical Practice Competency in a Preregistration Nursing Program: A Cross-sectional Feasibility Study. Comput Inform Nurs 2023; 41:449-456. [PMID: 36455166 DOI: 10.1097/cin.0000000000000963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The aim of this study was to explore the feasibility of using iPad minis as a method of completing competency assessment in clinical practice. Digital technology helps to revolutionize all aspects of our lives. The use of digital technologies in clinical practice can facilitate a move toward a more flexible learning environment and enable students to adapt in a rapidly changing, interconnected world. The introduction of electronic clinical booklets in practice placements could facilitate the sharing of clinical information through connected healthcare systems, thus improving the student experience. A cross-sectional design was used in this study. A sample of BSc nursing students (n = 53) and clinically based healthcare professionals (n = 27) (preceptors and clinical placement coordinators) participated in this study. Data were collected using a modified version of Garrett and colleagues' instrument, the System Usability Scale, a demographics questionnaire, and three open-ended questions. There was a significant difference between the students and preceptors/clinical placement coordinators across all items with higher proportions of students (ranging from 66% to 75.5%), indicating that they agreed or strongly agreed with the reliability, ease of use, and effectiveness of the device in assessing their clinical competency (ranging from 11.1% to 40.7%). In addition, the iPad minis were found to be smaller, lighter, and easier to carry than paper-based booklets and encouraged students to access timely online learning resources during placement to help augment their learning. The use of iPad mini to complete the electronic competency assessment document as a replacement for a paper-based system to assess clinical practice is feasible. The introduction of electronic assessment documents should incorporate a robust training plan and standard operating procedures.
Collapse
Affiliation(s)
- Maria Caples
- Author Affiliations: School of Nursing and Midwifery, University College Cork (Drs Caples, McCarthy, Wills, Goodwin, Burton, and Noonan and Mr McCloskey); Bons Secours Hospital (Dr Forde); and Marymount University Hospital and Hospice (Mr Erlandsson and Mr Ryan), Cork, Ireland
| | | | | | | | | | | | | | | | | | | |
Collapse
|
4
|
AbuHalimeh A, Ali O. Comprehensive review for healthcare data quality challenges in blockchain technology. Front Big Data 2023; 6:1173620. [PMID: 37252129 PMCID: PMC10213639 DOI: 10.3389/fdata.2023.1173620] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 04/11/2023] [Indexed: 05/31/2023] Open
Abstract
There are several features inherent in blockchain, including decentralized storage, distributed ledger, immutability, security and authentication, and it has shifted away from the hype to be used practically in different industries, such as in the healthcare sector. The use of blockchain technology has allowed the provision of improved services to industries. The objective of this paper is to demonstrate how the use of blockchain is influenced by data quality issues in the healthcare industry. The article is structured as a systematic literature review study that uses several articles issued in various databases from 2016 onwards. In this review study, 65 articles were chosen and grouped into a single key aspect of the challenge in the healthcare sector. The findings obtained were analyzed based on factors in three domains, classified as issues pertinent to the adoption, operational and technological domains. This review study aims to use the findings to provide support to the practitioners, stakeholders and professionals, whose purpose is to carry out and manage transformation projects pertinent to blockchain in the field of healthcare. In addition, the organizations would be facilitated in their decision-making processes when the potential blockchain users are made to comprehend the implicit factors related to blockchain.
Collapse
Affiliation(s)
- Ahmed AbuHalimeh
- Donaghey College of Science, Technology, Engineering, and Mathematics, University of Arkansas, Little Rock, AR, United States
| | - Omar Ali
- College of Business Administration, American University of the Middle East, Kuwait City, Kuwait
| |
Collapse
|
5
|
Yang Y, Song A, Chang Q, Zhao H, Kong W, Xue Q, Xue Q. Improving the Use of Blockchain Technology in Stroke Care Information Management Systems. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:2642841. [PMID: 36199777 PMCID: PMC9529427 DOI: 10.1155/2022/2642841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/14/2022] [Accepted: 07/22/2022] [Indexed: 12/02/2022]
Abstract
Blockchain is a new and popular technology in the digital age. Blockchain technology is referred to as decentralised and distributed digital ledgers, which are called blocks. These blocks are linked together with the cryptographic hashes and are used to record transactions between many computers. No single block can be altered without altering the related blocks. Modification of individual block data is impossible because each block contains information from the previous block. This is the unique strength of blockchain. Timestamps and hashes are some of the important terms when blockchains are considered. Data security is guaranteed with this advanced technology. Blockchain technology finds its application in the healthcare industry with many advantages in a queue. Medical data can be transferred safely and securely for fool-proof management of the medicine supply chain, which helps in healthcare research. Blockchains are used to securely encrypt a patient's information in the event of an outbreak of a pandemic disease. A stroke is referred to as a brain attack, also called cerebral infarction. A cerebral infarction is a sudden stoppage of blood flow in the blood vessels connected to the brain. This study focused on evaluating the application of blockchain technology in Stroke Nursing Information Management Systems. This emerging technology is already in use in the healthcare industry. The patient's data is kept decentralized, transparent, and mainly incorruptible, thus keeping it secured and sharing of data is quick.
Collapse
Affiliation(s)
- Yuying Yang
- Stroke Office, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| | - Aixia Song
- Department of Neurology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| | - Qing Chang
- Department of Neurology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| | - Hongmei Zhao
- Stroke Office, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| | - Weidan Kong
- Department of Neurology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| | - Qian Xue
- Department of Neurology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| | - Qianlong Xue
- Emergency Department, The First Affiliated Hospital of Hebei North University, Zhangjiakou, Hebei 075000, China
| |
Collapse
|
6
|
Rai BK. Blockchain-Enabled Electronic Health Records for Healthcare 4.0. INTERNATIONAL JOURNAL OF E-HEALTH AND MEDICAL COMMUNICATIONS 2022. [DOI: 10.4018/ijehmc.309438] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Healthcare delivery is on the verge of a fundamental shift into the new era of smart and connected health care, termed Health Care 4.0. Sharing healthcare data is an important step in improving the healthcare system's intelligence and service quality. Healthcare data, which is a personal asset of the patient, should be owned and managed by the patient rather than being dispersed among several healthcare systems, preventing data exchange and jeopardizing patient privacy. EHRs (electronic health records) assist individuals by allowing them to combine and manage their medical data. On the other hand, today's EHR systems fall short of providing patients with traceable, trustworthy, and secure ownership over their medical data, creating serious security risks. In this article, the authors propose PcBEHR (patient-controlled blockchain enabled electronic health records) as a way for patients to have safe control over their data that is decentralized, immutable, transparent, traceable, and trustworthy. Decentralized interplanetary file storage (IPFS) is used in the suggested technique.
Collapse
|
7
|
Towards Secure and Intelligent Internet of Health Things: A Survey of Enabling Technologies and Applications. ELECTRONICS 2022. [DOI: 10.3390/electronics11121893] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
With the growth of computing and communication technologies, the information processing paradigm of the healthcare environment is evolving. The patient information is stored electronically, making it convenient to store and retrieve patient information remotely when needed. However, evolving the healthcare systems into smart healthcare environments comes with challenges and additional pressures. Internet of Things (IoT) connects things, such as computing devices, through wired or wireless mediums to form a network. There are numerous security vulnerabilities and risks in the existing IoT-based systems due to the lack of intrinsic security technologies. For example, patient medical data, data privacy, data sharing, and convenience are considered imperative for collecting and storing electronic health records (EHR). However, the traditional IoT-based EHR systems cannot deal with these paradigms because of inconsistent security policies and data access structures. Blockchain (BC) technology is a decentralized and distributed ledger that comes in handy in storing patient data and encountering data integrity and confidentiality challenges. Therefore, it is a viable solution for addressing existing IoT data security and privacy challenges. BC paves a tremendous path to revolutionize traditional IoT systems by enhancing data security, privacy, and transparency. The scientific community has shown a variety of healthcare applications based on artificial intelligence (AI) that improve health diagnosis and monitoring practices. Moreover, technology companies and startups are revolutionizing healthcare with AI and related technologies. This study illustrates the implication of integrated technologies based on BC, IoT, and AI to meet growing healthcare challenges. This research study examines the integration of BC technology with IoT and analyzes the advancements of these innovative paradigms in the healthcare sector. In addition, our research study presents a detailed survey on enabling technologies for the futuristic, intelligent, and secure internet of health things (IoHT). Furthermore, this study comprehensively studies the peculiarities of the IoHT environment and the security, performance, and progression of the enabling technologies. First, the research gaps are identified by mapping security and performance benefits inferred by the BC technologies. Secondly, practical issues related to the integration process of BC and IoT devices are discussed. Third, the healthcare applications integrating IoT, BC, and ML in healthcare environments are discussed. Finally, the research gaps, future directions, and limitations of the enabling technologies are discussed.
Collapse
|
8
|
Abstract
The transfer of information is a demanding issue, particularly due to the presence of a large number of eavesdroppers on communication channels. Sharing medical service records between different clinical jobs is a basic and testing research topic. The particular characteristics of blockchains have attracted a large amount of attention and resulted in revolutionary changes to various business applications, including medical care. A blockchain is based on a distributed ledger, which tends to improve cyber security. A number of proposals have been made with respect to the sharing of basic medical records using a blockchain without needing earlier information or the trust of patients. Specialist service providers and insurance agencies are not secure against data breaches. The safe sharing of clinical records between different countries, to ensure an incorporated and universal medical service, is also a significant issue for patients who travel. The medical data of patients normally reside on different healthcare units around the world, thus raising many concerns. Firstly, a patient’s history of treatment by different physicians is not accessible to the doctor in a single location. Secondly, it is very difficult to secure widespread data residing in different locations. This study proposed record sharing in a chain-like structure, in which every record is globally connected to the others, based on a blockchain under the suggestions and recommendations of the HL7 standards. This study focused on making medical data available, especially of patients who travel in different countries, for a specific period of time after validating the required authentication. Authorization and authentication are performed on the Shibboleth identity management system with the involvement of patient in the sanction process, thereby revealing the patient data for the specific period of time. The proposed approach improves the performance with respect to other record sharing systems, e.g., it reduces the time to read, write, delete, and revoke a record by a noticeable margin. The proposed system takes around three seconds to upload and 7.5 s to download 250 Mb of data, which can contain up to sixteen documents, over a stable network connection. The system has a latency of 413.76 ms when retrieving 100 records, compared to 447.9 and 459.3 ms in previous systems. Thus, the proposed system improved the performance and ensured seclusion by using a blockchain.
Collapse
|
9
|
Zhang J, Li Z, Tan R, Liu C. Design and Application of Electronic Rehabilitation Medical Record (ERMR) Sharing Scheme Based on Blockchain Technology. BIOMED RESEARCH INTERNATIONAL 2021; 2021:3540830. [PMID: 34493978 PMCID: PMC8418934 DOI: 10.1155/2021/3540830] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 08/11/2021] [Indexed: 11/18/2022]
Abstract
As the value of blockchain has been widely recognized, more and more industries are proposing their blockchain solutions, including the rehabilitation medical industry. Blockchain can play a powerful role in the field of rehabilitation medicine, bringing a new research idea to the management of rehabilitation medical data. The electronic rehabilitation medical record (ERMR) contains rich data dimensions, which can provide comprehensive and accurate information for assessing the health of patients, thereby enhancing the effect of rehabilitation treatment. This paper analyzed the data characteristics of ERMR and the application requirements of blockchain in rehabilitation medicine. Based on the basic principles of blockchain, the technical advantages of blockchain used in ERMR sharing have been studied. In addition, this paper designed a blockchain-based ERMR sharing scheme in detail, using the specific technologies of blockchain such as hybrid P2P network, block-chain data structure, asymmetric encryption algorithm, digital signature, and Raft consensus algorithm to achieve distributed storage, data security, privacy protection, data consistency, data traceability, and data ownership in the process of ERMR sharing. The research results of this paper have important practical significance for realizing the safe and efficient sharing of ERMR, and can provide important technical references for the management of rehabilitation medical data with broad application prospects.
Collapse
Affiliation(s)
- Jing Zhang
- Faculty of Business Information, Shanghai Business School, 201400, China
| | - Zhenjing Li
- Rehabilitation Department, Hannover Medical School, 30625, Germany
- Rehabilitation Department, Shenzhen Longhua District Central Hospital, 518110, China
| | - Rong Tan
- Faculty of Business Information, Shanghai Business School, 201400, China
| | - Cong Liu
- Faculty of Business Information, Shanghai Business School, 201400, China
| |
Collapse
|
10
|
Assessing the potential use of blockchain technology to improve the sharing of public health data in a western Canadian province. HEALTH AND TECHNOLOGY 2021; 11:547-556. [PMID: 33747707 PMCID: PMC7961315 DOI: 10.1007/s12553-021-00539-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 03/04/2021] [Indexed: 11/23/2022]
Abstract
This exploratory, qualitative study set out to identify the encountered and perceived barriers to public health (PH) data sharing in a Canadian province with a view to assessing blockchain technology as a potential solution. A topic guide was developed, based on previous research in the area. This was then utilised for ten in-depth, semi-structured interviews with PH professionals between 27 May and 18 June 2019. Each stage of research was congruent with the philosophical underpinning of Gadamerian hermeneutic phenomenology. The major themes that emerged from the data collected were related to the information systems in use, data quality and ownership, as well as client identity management. The recurring core theme throughout all interviews was related to ineffective leadership and management, contributing to each major theme. Overwhelmingly the results show that the majority of barriers faced in this province are human-related. It is concluded that while blockchain technology shows promise for enhancing data sharing in healthcare, it is still many years away from being implemented in this Canadian province. As the results of this study indicate, there are human related barriers that could be addressed in the meantime, which are outside the scope of a technical solution. Future work should explore the perspectives of other stakeholders, such as the provincial government to fully understand the potential for using blockchain to share PH data in this province.
Collapse
|
11
|
Santos JA, Inácio PRM, Silva BMC. Towards the Use of Blockchain in Mobile Health Services and Applications. J Med Syst 2021; 45:17. [PMID: 33426574 DOI: 10.1007/s10916-020-01680-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 11/23/2020] [Indexed: 10/22/2022]
Abstract
With the advent of cryptocurrencies and blockchain, the growth and adaptation of cryptographic features and capabilities were quickly extended to new and underexplored areas, such as healthcare. Currently, blockchain is being implemented mainly as a mechanism to secure Electronic Health Records (EHRs). However, new studies have shown that this technology can be a powerful tool in empowering patients to control their own health data, as well for enabling a fool-proof health data history and establishing medical responsibility. Additionally, with the proliferation of mobile health (m-Health) sustained on service-oriented architectures, the adaptation of blockchain mechanisms into m-Health applications creates the possibility for a more decentralized and available healthcare service. Hence, this paper presents a review of the current security best practices for m-Health and the most used and widely known implementations of the blockchain protocol, including blockchain technologies in m-Health. The main goal of this comprehensive review is to further discuss and elaborate on identified open-issues and potential use cases regarding the uses of blockchain in this area. Finally, the paper presents the major findings, challenges and advantages on future blockchain implementations for m-Health services and applications.
Collapse
Affiliation(s)
- João Amaral Santos
- Instituto de Telecomunicações, Universidade da Beira Interior, Rua Marquês d'Ávila e Bolama, 6201-001, Covilhã, Portugal
| | - Pedro R M Inácio
- Instituto de Telecomunicações, Universidade da Beira Interior, Rua Marquês d'Ávila e Bolama, 6201-001, Covilhã, Portugal
| | - Bruno M C Silva
- Instituto de Telecomunicações, Universidade da Beira Interior, Rua Marquês d'Ávila e Bolama, 6201-001, Covilhã, Portugal. .,Universidade Europeia, IADE, Av. D. Carlos I, 4, 1200-649, Lisbon, Portugal.
| |
Collapse
|