A Systematic Review of Blockchain in Healthcare: Frameworks, Prototypes, and Implementations

Blockchain, a form of distributed ledger technology has attracted the interests of stakeholders across several sectors including healthcare. Its’ potential in the multi-stakeholder operated sector like health has been responsible for several investments, studies, and implementations. Electronic Health Records (EHR) systems traditionally used for the exchange of health information amongst healthcare stakeholders have been criticised for centralising power, failures and attack-points with exchange data custodians. EHRs have struggled in the face of multi-stakeholder and system requirements while adhering to security, privacy, ethical and other regulatory constraints. Blockchain is promising amongst others to address the many EHR challenges, primarily trustless and secure exchange of health information amongst stakeholders. Many blockchain-in-healthcare frameworks have been proposed; some prototyped and/or implemented. This study leveraged the PRISMA framework to systematically search and evaluate the different models proposed; prototyped and/or implemented. The bibliometric and functional distribution of all 143 articles from this study were presented. This study evaluated 61 articles that discussed either prototypes or pilot or implementations. The technical and architectural analysis of these 61 articles for privacy, security, cost, and performance were detailed. Blockchain was found to solve the trust, security and privacy constraints of traditional EHRs often at significant performance, storage and cost trade-offs.

[1]  Fusheng Wang,et al.  How Blockchain Could Empower eHealth: An Application for Radiation Oncology - (Extended Abstract) , 2017, DMAH@VLDB.

[2]  Shanlin Yang,et al.  Blockchain-Based Medical Records Secure Storage and Medical Service Framework , 2018, Journal of Medical Systems.

[3]  Gexiang Zhang,et al.  Cloud-assisted secure eHealth systems for tamper-proofing EHR via blockchain , 2019, Inf. Sci..

[4]  Rakesh Tripathi,et al.  Traceability of counterfeit medicine supply chain through Blockchain , 2019, 2019 11th International Conference on Communication Systems & Networks (COMSNETS).

[5]  Satoshi Nakamoto Bitcoin : A Peer-to-Peer Electronic Cash System , 2009 .

[6]  D. Upton,et al.  Improving data transparency in clinical trials using blockchain smart contracts , 2016, F1000Research.

[7]  Yousof Al-Hammadi,et al.  Blockchain-based Ownership Management for Medical IoT (MIoT) Devices , 2018, 2018 International Conference on Innovations in Information Technology (IIT).

[8]  Michael Adjeisah,et al.  Privacy Module for Distributed Electronic Health Records(EHRs) Using the Blockchain , 2019, 2019 IEEE 4th International Conference on Big Data Analytics (ICBDA).

[9]  Sheng Liu,et al.  Blockchain-Based Data Preservation System for Medical Data , 2018, Journal of Medical Systems.

[10]  Pavlos S. Efraimidis,et al.  A Blockchain-Based Notarization Service for Biomedical Knowledge Retrieval , 2018, Computational and structural biotechnology journal.

[11]  Junseok Park,et al.  CORUS: Blockchain-Based Trustworthy Evaluation System for Efficacy of Healthcare Remedies , 2018, 2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom).

[12]  Zhimin Gao,et al.  Blockchain-based Identity Management with Mobile Device , 2018, CRYBLOCK@MobiSys.

[13]  Thomas F. Heston,et al.  A Case Study in Blockchain Healthcare Innovation , 2017 .

[14]  Lucila Ohno-Machado,et al.  ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks , 2018, ArXiv.

[15]  Kouichi Sakurai,et al.  Proof of Disease: A Blockchain Consensus Protocol for Accurate Medical Decisions and Reducing the Disease Burden , 2018, 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).

[16]  Guang Yang,et al.  A Design of Blockchain-Based Architecture for the Security of Electronic Health Record (EHR) Systems , 2018, 2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom).

[17]  Andrea Pinna,et al.  A Blockchain Approach Applied to a Teledermatology Platform in the Sardinian Region (Italy) , 2018, Inf..

[18]  Andrew Lippman,et al.  A Case Study for Blockchain in Healthcare : “ MedRec ” prototype for electronic health records and medical research data , 2016 .

[19]  Viacheslav Zhygulin,et al.  Decentralized e-Health Architecture for Boosting Healthcare Analytics , 2018, 2018 Second World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4).

[20]  Mohsen Guizani,et al.  Blockchain-Based Mobile Edge Computing Framework for Secure Therapy Applications , 2018, IEEE Access.

[21]  Chu-Sing Yang,et al.  Fingernail analysis management system using microscopy sensor and blockchain technology , 2018, Int. J. Distributed Sens. Networks.

[22]  Hao Wang,et al.  Secure Cloud-Based EHR System Using Attribute-Based Cryptosystem and Blockchain , 2018, Journal of Medical Systems.

[23]  Jianwei Liu,et al.  A Medical Information Service Platform Based on Distributed Cloud and Blockchain , 2018, 2018 IEEE International Conference on Smart Cloud (SmartCloud).

[24]  Grant J. Jensen,et al.  ETDB-Caltech: a blockchain-based distributed public database for electron tomography , 2018 .

[25]  Peng Jiang,et al.  A Survey on the Security of Blockchain Systems , 2017, Future Gener. Comput. Syst..

[26]  Yong Liu,et al.  EMRShare: A Cross-Organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain , 2018, 2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS).

[27]  Hao Jiang,et al.  A Design of Medical Information Sharing Model Based on Blockchain Technology , 2018 .

[28]  Alexander Mense,et al.  Concept for Sharing Distributed Personal Health Records with Blockchains , 2018, ICIMTH.

[29]  Satyabrata Aich,et al.  A Secure Healthcare System Design Framework using Blockchain Technology , 2019, 2019 21st International Conference on Advanced Communication Technology (ICACT).

[30]  Ioannis Chatzigiannakis,et al.  The role of blockchain and IoT in recruiting participants for digital clinical trials , 2017, 2017 25th International Conference on Software, Telecommunications and Computer Networks (SoftCOM).

[31]  S. D. Norberhuis MultiChain: A cybercurrency for cooperation , 2015 .

[32]  Angelo Martins,et al.  Blockchain for Access Control in e-Health Scenarios , 2018, ArXiv.

[33]  J. M. Eklund,et al.  Blockchain Technology in Healthcare: A Systematic Review , 2019, Healthcare.

[34]  Ravikiran Vatrapu,et al.  Blockchain-based Personal Health Data Sharing System Using Cloud Storage , 2018, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom).

[35]  Daisuke Ichikawa,et al.  Tamper-Resistant Mobile Health Using Blockchain Technology , 2017, JMIR mHealth and uHealth.

[36]  L. Swartz,et al.  Scaling Up mHealth: Where Is the Evidence? , 2013, PLoS medicine.

[37]  Rui Guo,et al.  Secure Attribute-Based Signature Scheme With Multiple Authorities for Blockchain in Electronic Health Records Systems , 2018, IEEE Access.

[38]  Shaun J. Grannis,et al.  Client Registries: Identifying and Linking Patients , 2016 .

[39]  Rune Hylsberg Jacobsen,et al.  Identity and Access Management with Blockchain in Electronic Healthcare Records , 2018, 2018 21st Euromicro Conference on Digital System Design (DSD).

[40]  George Drosatos,et al.  Blockchain Applications in the Biomedical Domain: A Scoping Review , 2019, Computational and structural biotechnology journal.

[41]  Sangsuree Vasupongayya,et al.  Blockchain Based Secret-Data Sharing Model for Personal Health Record System , 2018, 2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA).

[42]  Andrew Lippman,et al.  MedRec: A Network for Personal Information Distribution , 2019, 2019 International Conference on Computing, Networking and Communications (ICNC).

[43]  Jianfeng Ma,et al.  Consortium Blockchain-Based SIFT: Outsourcing Encrypted Feature Extraction in the D2D Network , 2018, IEEE Access.

[44]  Ling Liu,et al.  A Decentralizing Attribute-Based Signature for Healthcare Blockchain , 2018, 2018 27th International Conference on Computer Communication and Networks (ICCCN).

[45]  Neha Katre,et al.  HealthSense: A medical use case of Internet of Things and blockchain , 2017, 2017 International Conference on Intelligent Sustainable Systems (ICISS).

[46]  Douglas C. Schmidt,et al.  FHIRChain: Applying Blockchain to Securely and Scalably Share Clinical Data , 2018, Computational and structural biotechnology journal.

[47]  Burkhard Stiller,et al.  Blockchains everywhere - a use-case of blockchains in the pharma supply-chain , 2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM).

[48]  Johan Bøtker,et al.  Cryptopharmaceuticals: Increasing the Safety of Medication by a Blockchain of Pharmaceutical Products. , 2019, Journal of pharmaceutical sciences.

[49]  Yong Xiang,et al.  An Efficient Authentication Scheme for Blockchain-Based Electronic Health Records , 2019, IEEE Access.

[50]  Tanesh Kumar,et al.  Secure and Efficient Data Accessibility in Blockchain Based Healthcare Systems , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[51]  Douglas C. Schmidt,et al.  Proposal for Chapter 3 Blockchain Technology Use Cases in Healthcare , 2018 .

[52]  David Brindley,et al.  Implementing Blockchains for Efficient Health Care: Systematic Review , 2019, Journal of medical Internet research.

[53]  Tongtong Li,et al.  Security and Privacy of Electronic Health Records: Decentralized and Hierarchical Data Sharing using Smart Contracts , 2019, 2019 International Conference on Computing, Networking and Communications (ICNC).

[54]  Sachin Shetty,et al.  Towards Decentralized Accountability and Self-sovereignty in Healthcare Systems , 2017, ICICS.

[55]  Mads Nibe Stausholm,et al.  How to Use Blockchain for Diabetes Health Care Data and Access Management: An Operational Concept , 2018, Journal of diabetes science and technology.

[56]  Thaier Hayajneh,et al.  Healthcare Blockchain System Using Smart Contracts for Secure Automated Remote Patient Monitoring , 2018, Journal of Medical Systems.

[57]  Sanchita Bhattacharya,et al.  Prototype of running clinical trials in an untrustworthy environment using blockchain , 2019, Nature Communications.

[58]  Zonyin Shae,et al.  On the Design of a Blockchain Platform for Clinical Trial and Precision Medicine , 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS).

[59]  Vitalik Buterin A NEXT GENERATION SMART CONTRACT & DECENTRALIZED APPLICATION PLATFORM , 2015 .

[60]  Yan Luo,et al.  A Review of Secure and Privacy-Preserving Medical Data Sharing , 2019, IEEE Access.

[61]  Ariel Ekblaw,et al.  MedRec: Medical Data Management on the Blockchain , 2016 .

[62]  Bian Yang,et al.  A Blockchain-based Approach to the Secure Sharing of Healthcare Data , 2017 .

[63]  Chin-Chen Chang,et al.  Blockchain based searchable encryption for electronic health record sharing , 2019, Future Gener. Comput. Syst..

[64]  Jianquan Ouyang,et al.  Medical Images Sharing System Based on Blockchain and Smart Contract of Credit Scores , 2018, 2018 1st IEEE International Conference on Hot Information-Centric Networking (HotICN).

[65]  Mohsen Guizani,et al.  MeDShare: Trust-Less Medical Data Sharing Among Cloud Service Providers via Blockchain , 2017, IEEE Access.

[66]  Michael M. Marefat,et al.  Leveraging blockchain for retraining deep learning architecture in patient-specific arrhythmia classification , 2018, 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

[67]  Xiao Wang,et al.  Blockchain-Powered Parallel Healthcare Systems Based on the ACP Approach , 2018, IEEE Transactions on Computational Social Systems.

[68]  Wei Jiang,et al.  Healthcare Data Gateways: Found Healthcare Intelligence on Blockchain with Novel Privacy Risk Control , 2016, Journal of Medical Systems.

[69]  Navin Ramachandran,et al.  Authenticating Health Activity Data Using Distributed Ledger Technologies , 2018, Computational and structural biotechnology journal.

[70]  Hitesh Tewari,et al.  Managing Lifetime Healthcare Data on the Blockchain , 2018, 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).

[71]  Carsten Rudolph,et al.  Towards a Blockchain based Fall Prediction Model for Aged Care , 2019, ACSW.

[72]  Philippe Ravaud,et al.  Blockchain protocols in clinical trials: Transparency and traceability of consent , 2017, F1000Research.

[73]  Jessie Anderson,et al.  Securing, Standardizing, and Simplifying Electronic Health Record Audit Logs Through Permissioned Blockchain Technology , 2020 .

[74]  Rodrigo Cubas Celiz,et al.  Cloud Model for Purchase Management in Health Sector of Peru based on IoT and Blockchain , 2018, 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON).

[75]  G. Bennington Foundations , 2007 .

[76]  Jürgen Durner,et al.  Laboratory information system and necessary improvements in function and programming , 2018, LaboratoriumsMedizin.

[77]  Dimitrios Tzovaras,et al.  On the Design of a Blockchain-Based System to Facilitate Healthcare Data Sharing , 2018, 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).

[78]  Tiffany Hyun-Jin Kim,et al.  BRICS: Blockchain-based Resilient Information Control System , 2018, 2018 IEEE International Conference on Big Data (Big Data).

[79]  Brian E. Dixon,et al.  Syntactic Interoperability and the Role of Standards , 2016 .

[80]  Don Tapscott,et al.  Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World , 2016 .

[81]  Ahmed Raza Rajput,et al.  EACMS: Emergency Access Control Management System for Personal Health Record Based on Blockchain , 2019, IEEE Access.

[82]  Anirban Basu,et al.  MediBchain: A Blockchain Based Privacy Preserving Platform for Healthcare Data , 2017, SpaCCS Workshops.

[83]  Jen-Hung Tseng,et al.  Governance on the Drug Supply Chain via Gcoin Blockchain , 2018, International journal of environmental research and public health.

[84]  Jiannong Cao,et al.  BlocHIE: A BLOCkchain-Based Platform for Healthcare Information Exchange , 2018, 2018 IEEE International Conference on Smart Computing (SMARTCOMP).

[85]  Fang Liu,et al.  Blockchain Technology for Detecting Falsified and Substandard Drugs in Distribution: Pharmaceutical Supply Chain Intervention , 2018, JMIR research protocols.

[86]  Stefan Poslad,et al.  Block-Based Access Control for Blockchain-Based Electronic Medical Records (EMRs) Query in eHealth , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[87]  Kevin J. Peterson,et al.  A Blockchain-Based Approach to Health Information Exchange Networks , 2016 .

[88]  John G Meara,et al.  From blockchain technology to global health equity: can cryptocurrencies finance universal health coverage? , 2017, BMJ Global Health.

[89]  Chi-Ren Shyu,et al.  Applying Blockchain Technology for Health Information Exchange and Persistent Monitoring for Clinical Trials , 2018, AMIA.

[90]  Andrew Lippman,et al.  MedRec: Using Blockchain for Medical Data Access and Permission Management , 2016, 2016 2nd International Conference on Open and Big Data (OBD).

[91]  Yu Zhang,et al.  An Architecture of Secure Health Information Storage System Based on Blockchain Technology , 2018, ICCCS.

[92]  Vasilis Katos,et al.  Blockchain-based Electronic Patient Records for Regulated Circular Healthcare Jurisdictions , 2018, 2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD).

[93]  Applying Software Patterns to Address Interoperability Challenges in Blockchain-based Healthcare Apps , 2017 .

[94]  Emad Abd-Elrahman,et al.  Multi-tier Blockchain Framework for IoT-EHRs Systems , 2018, EUSPN/ICTH.

[95]  Chinmay Saraf,et al.  Blockchain platforms: A compendium , 2018, 2018 IEEE International Conference on Innovative Research and Development (ICIRD).

[96]  Mohsen Guizani,et al.  A Blockchain-Based Non-Invasive Cyber-Physical Occupational Therapy Framework: BCI Perspective , 2019, IEEE Access.

[97]  B. B. Zaidan,et al.  Based blockchain-PSO-AES techniques in finger vein biometrics: A novel verification secure framework for patient authentication , 2019, Comput. Stand. Interfaces.

[98]  Gábor Magyar,et al.  Blockchain: Solving the privacy and research availability tradeoff for EHR data: A new disruptive technology in health data management , 2017, 2017 IEEE 30th Neumann Colloquium (NC).

[99]  Mohsen Guizani,et al.  BPDS: A Blockchain Based Privacy-Preserving Data Sharing for Electronic Medical Records , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[100]  Cristiano André da Costa,et al.  OmniPHR: A distributed architecture model to integrate personal health records , 2017, J. Biomed. Informatics.

[101]  Douglas C. Schmidt,et al.  Analyzing the performance of a blockchain-based personal health record implementation , 2019, J. Biomed. Informatics.

[102]  Gautam Srivastava,et al.  Automated Remote Patient Monitoring: Data Sharing and Privacy Using Blockchain , 2018, ArXiv.

[103]  Haibo Tian,et al.  Medical Data Management on Blockchain with Privacy , 2019, Journal of Medical Systems.

[104]  E. Lau Decoding the hype: Blockchain in Healthcare - A Software Architecture for the provision of a patient summary to overcome interoperability issues. , 2018 .

[105]  Marko Hölbl,et al.  A Systematic Review of the Use of Blockchain in Healthcare , 2018, Symmetry.

[106]  Ping Zhang,et al.  A Trusted Healthcare Data Analytics Cloud Platform , 2018, 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS).

[107]  A. Turing Intelligent Machinery, A Heretical Theory* , 1996 .

[108]  Thomas Hardjono,et al.  Genie: A Secure, Transparent Sharing and Services Platform for Genetic and Health Data , 2018, ArXiv.

[109]  Vishal Patel,et al.  A framework for secure and decentralized sharing of medical imaging data via blockchain consensus , 2019, Health Informatics J..

[110]  Deepak Puthal,et al.  Everything You Wanted to Know About the Blockchain: Its Promise, Components, Processes, and Problems , 2018, IEEE Consumer Electronics Magazine.

[111]  Praneeth Babu Marella,et al.  Ancile: Privacy-Preserving Framework for Access Control and Interoperability of Electronic Health Records Using Blockchain Technology , 2018 .

[112]  Tae-Ro Lee,et al.  BAQALC: Blockchain Applied Lossless Efficient Transmission of DNA Sequencing Data for Next Generation Medical Informatics , 2018, Applied Sciences.

[113]  Mohammad S. Obaidat,et al.  BHEEM: A Blockchain-Based Framework for Securing Electronic Health Records , 2018, 2018 IEEE Globecom Workshops (GC Wkshps).

[114]  Qi Xia,et al.  A Blockchain-based Architecture Framework for Secure Sharing of Personal Health Data , 2018, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom).

[115]  Sally I. McClean,et al.  Using phase-type models to cost stroke patient care across health, social and community services , 2014, Eur. J. Oper. Res..

[116]  Rizwan Patan,et al.  Securing e-health records using keyless signature infrastructure blockchain technology in the cloud , 2018, Neural Computing and Applications.

[117]  U. Krieger,et al.  Advanced block-chain architecture for e-health systems , 2017, 2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom).

[118]  Stefan Poslad,et al.  Blockchain Support for Flexible Queries with Granular Access Control to Electronic Medical Records (EMR) , 2018, 2018 IEEE International Conference on Communications (ICC).

[119]  Ruksudaporn Wutthikarn,et al.  Prototype of Blockchain in Dental care service application based on Hyperledger Composer in Hyperledger Fabric framework , 2018, 2018 22nd International Computer Science and Engineering Conference (ICSEC).

[120]  Ying Liu,et al.  Model Checking PBFT Consensus Mechanism in Healthcare Blockchain Network , 2018, 2018 9th International Conference on Information Technology in Medicine and Education (ITME).

[121]  N. Arunkumar,et al.  A medical records managing and securing blockchain based system supported by a Genetic Algorithm and Discrete Wavelet Transform , 2018, Cognitive Systems Research.

[122]  Patrick Mangesius,et al.  Blockchains in IHE-Based Networks , 2018, ICIMTH.

[123]  Chao Yang,et al.  BMPLS: Blockchain-Based Multi-level Privacy-Preserving Location Sharing Scheme for Telecare Medical Information Systems , 2018, Journal of Medical Systems.

[124]  Xiaofeng Ma,et al.  A Blockchain Application for Medical Information Sharing , 2018, 2018 IEEE International Symposium on Innovation and Entrepreneurship (TEMS-ISIE).

[125]  Kyung-Hyune Rhee,et al.  Blockchain-Based User-Centric Records Management System , 2017 .

[126]  Aiqing Zhang,et al.  Towards Secure and Privacy-Preserving Data Sharing in e-Health Systems via Consortium Blockchain , 2018, Journal of Medical Systems.

[127]  Said Jai-Andaloussi,et al.  Blockchain and IoT for Security and Privacy: A Platform for Diabetes Self-management , 2018, 2018 4th International Conference on Cloud Computing Technologies and Applications (Cloudtech).

[128]  Qun Jin,et al.  i-Blockchain: A Blockchain-Empowered Individual-Centric Framework for Privacy-Preserved Use of Personal Health Data , 2018, 2018 9th International Conference on Information Technology in Medicine and Education (ITME).

[129]  Kai Fan,et al.  MedBlock: Efficient and Secure Medical Data Sharing Via Blockchain , 2018, Journal of Medical Systems.

[130]  Sachin Shetty,et al.  Integrating blockchain for data sharing and collaboration in mobile healthcare applications , 2017, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[131]  Victor I. Chang,et al.  A Proposed Solution and Future Direction for Blockchain-Based Heterogeneous Medicare Data in Cloud Environment , 2018, Journal of Medical Systems.

[132]  Kyung-Hyune Rhee,et al.  Blockchain technology for providing an architecture model of decentralized personal health information , 2018 .

[133]  Chul-Soo Kim,et al.  Proof-of-Familiarity: A Privacy-Preserved Blockchain Scheme for Collaborative Medical Decision-Making , 2019, Applied Sciences.

[134]  Jeffrey Tsai,et al.  Transform Blockchain into Distributed Parallel Computing Architecture for Precision Medicine , 2018, 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS).

[135]  Fusheng Wang,et al.  Secure and Trustable Electronic Medical Records Sharing using Blockchain , 2017, AMIA.

[136]  Andrew Stranieri,et al.  Continuous Patient Monitoring With a Patient Centric Agent: A Block Architecture , 2018, IEEE Access.

[137]  Yasuhiko Nakashima,et al.  A Secure Remote Healthcare System for Hospital Using Blockchain Smart Contract , 2018, 2018 IEEE Globecom Workshops (GC Wkshps).

[138]  J. Riddell,et al.  Blockchain Technology: A Data Framework to Improve Validity, Trust, and Accountability of Information Exchange in Health Professions Education. , 2018, Academic medicine : journal of the Association of American Medical Colleges.

[139]  Davide Morelli,et al.  ComeHere: Exploiting Ethereum for Secure Sharing of Health-Care Data , 2018, Euro-Par Workshops.

[140]  Tomonobu Hirano,et al.  Secure and Scalable mHealth Data Management Using Blockchain Combined With Client Hashchain: System Design and Validation , 2019, Journal of medical Internet research.

[141]  M. Shamim Hossain,et al.  Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia , 2018, IEEE Access.

[142]  You-Jin Song,et al.  A Study on Access Structure Management of CP-ABTD Based Blockchain for Medical Information Monitoring System , 2018 .

[143]  Peter Jorgensen,et al.  Applied cryptography: Protocols, algorithm, and source code in C: By Bruce Schneier. New York: John Wiley, 1993. 618 p. $44.95 (paper). ISBN 0-471-59756-2 , 1996 .

[144]  Lijing Zhou,et al.  MIStore: a Blockchain-Based Medical Insurance Storage System , 2018, Journal of Medical Systems.

[145]  Md. Zakirul Alam Bhuiyan,et al.  Blockchain and Big Data to Transform the Healthcare , 2018, ICDPA 2018.

[146]  Michael L. Gagnon,et al.  A Pragmatic Solution to a Major Interoperability Problem: Using Blockchain for the Nationwide Patient Index , 2018, Blockchain in Healthcare Today.

[147]  Qi Xia,et al.  BBDS: Blockchain-Based Data Sharing for Electronic Medical Records in Cloud Environments , 2017, Inf..

[148]  Vincenzo Cinque,et al.  Blockchain-Based Logging for the Cross-Border Exchange of eHealth Data in Europe , 2018, Euro-CYBERSEC.

[149]  Pubudu N. Pathirana,et al.  Blockchain for Secure EHRs Sharing of Mobile Cloud Based E-Health Systems , 2019, IEEE Access.

[150]  Ebru Gökalp,et al.  Analysing Opportunities and Challenges of Integrated Blockchain Technologies in Healthcare , 2018, SIGSAND/PLAIS.