Electronic Health Record Sharing and Access Controlling Blockchain Architecture using Data De-identi cation Method

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dc.contributor.author Muid, Munshi Rejwan Ala
dc.contributor.author Jubaida, Afrin
dc.contributor.author Hamid, Hamim
dc.date.accessioned 2022-04-07T05:08:32Z
dc.date.available 2022-04-07T05:08:32Z
dc.date.issued 2021-03-30
dc.identifier.citation [1] Nahid AlThqa , Hessah AlSalamah, and Ahmad Daraiseh. \Achieving Patient- Centered Fine-Grained Access Control in Hospital Information Systems - Using Business Process Management Systems". In: Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, (BIOSTEC 2016). INSTICC. SciTePress, 2016, pp. 39{48. isbn: 978-989-758-170-0. doi: 10.5220/0005630200390048. [2] S Attili et al. \Blockchain: the chain of trust and its potential to transform healthcare{ our point of view". In: ONC/NIST Use of Blockchain for Healthcare and Research Workshop. Gaithersburg, MD: ONC/NIST. 2016. [3] Jules J Berman. \Concept-match medical data scrubbing: how pathology text can be used in research". In: Archives of pathology & laboratory medicine 127.6 (2003), pp. 680{686. [4] Whit eld Di e and Martin Hellman. \New directions in cryptography". In: IEEE transactions on Information Theory 22.6 (1976), pp. 644{654. [5] Alevtina Dubovitskaya et al. \ACTION-EHR: Patient-Centric Blockchain-Based Electronic Health Record Data Management for Cancer Care". In: Journal of medical Internet research 22.8 (2020), e13598. [6] Ariel Ekblaw et al. \A Case Study for Blockchain in Healthcare:\MedRec" prototype for electronic health records and medical research data". In: Proceedings of IEEE open & big data conference. Vol. 13. 2016, p. 13. 47 [7] Andressa Fernandes et al. \Scalable Architecture for sharing EHR using the Hyperledger Blockchain". In: Mar. 2020, pp. 130{138. doi: 10.1109/ICSA-C50368.2020. 00032. [8] Dilip Gupta, Melissa Saul, and John Gilbertson. \Evaluation of a deidenti cation (De-Id) software engine to share pathology reports and clinical documents for research". In: American journal of clinical pathology 121.2 (2004), pp. 176{186. [9] Marko H olbl et al. \A systematic review of the use of blockchain in healthcare". In: Symmetry 10.10 (2018), p. 470. [10] Chu Ya Huang et al. \A personalized medication management platform (PMMP) to improve medication adherence: A randomized control trial". English. In: Computer Methods and Programs in Biomedicine 140 (Mar. 2017), pp. 275{281. issn: 0169- 2607. doi: 10.1016/j.cmpb.2016.12.012. [11] Yashpalsinh Jadeja and Kirit Modi. \Cloud computing-concepts, architecture and challenges". In: 2012 International Conference on Computing, Electronics and Elec- trical Technologies (ICCEET). IEEE. 2012, pp. 877{880. [12] Neesha Jothi, Nur'Aini Abdul Rashid, andWahidah Husain. \Data Mining in Healthcare { A Review". In: Procedia Computer Science 72 (Dec. 2015), pp. 306{313. doi: 10.1016/j.procs.2015.12.145. [13] Tsung-Ting Kuo, Hyeon-Eui Kim, and Lucila Ohno-Machado. \Blockchain distributed ledger technologies for biomedical and health care applications". In: Journal of the American Medical Informatics Association 24.6 (2017), pp. 1211{1220. [14] Xueping Liang et al. \Integrating blockchain for data sharing and collaboration in mobile healthcare applications". In: 2017 IEEE 28th annual international symposium on personal, indoor, and mobile radio communications (PIMRC). IEEE. 2017, pp. 1{ 5. [15] Stephane M Meystre et al. \Automatic de-identi cation of textual documents in the electronic health record: a review of recent research". In: BMC medical research methodology 10.1 (2010), pp. 1{16. 48 [16] Satoshi Nakamoto. \Bitcoin: A Peer-to-Peer Electronic Cash System". In: Cryptog- raphy Mailing list at https://metzdowd.com (Mar. 2009). [17] Ishna Neamatullah et al. \Automated de-identi cation of free-text medical records". In: BMC medical informatics and decision making 8.1 (2008), pp. 1{17. [18] \Opportunities and Challenges of Cloud Computing to Improve Health Care Services". In: (). doi: 10.2196/jmir.1867. [19] Mohammad Saidur Rahman et al. \A Novel Architecture for Tamper Proof Electronic Health Record Management System Using Blockchain Wrapper". In: Proceed- ings of the 2019 ACM International Symposium on Blockchain and Secure Critical Infrastructure. BSCI '19. Auckland, New Zealand: Association for Computing Machinery, 2019, pp. 97{105. isbn: 9781450367868. doi: 10.1145/3327960.3332392. url: https://doi.org/10.1145/3327960.3332392. [20] Y. Sun et al. \A Decentralizing Attribute-Based Signature for Healthcare Blockchain". In: 2018 27th International Conference on Computer Communication and Networks (ICCCN). 2018, pp. 1{9. doi: 10.1109/ICCCN.2018.8487349. [21] Gy orgy Szarvas, Rich ard Farkas, and R obert Busa-Fekete. \State-of-the-art anonymization of medical records using an iterative machine learning framework". In: Journal of the American Medical Informatics Association 14.5 (2007), pp. 574{580. [22] Ozlem Uzuner, Yuan Luo, and Peter Szolovits. \Evaluating the state-of-the-art in automatic de-identi cation". In: Journal of the American Medical Informatics As- sociation 14.5 (2007), pp. 550{563. [23] Sumithra Velupillai et al. \Developing a standard for de-identifying electronic patient records written in Swedish: precision, recall and F-measure in a manual and computerized annotation trial". In: International journal of medical informatics 78.12 (2009), e19{e26. [24] Hongjun Wu. \The hash function JH". In: Submission to NIST (round 3) 6 (2011). [25] Qi Xia et al. \BBDS: Blockchain-Based Data Sharing for Electronic Medical Records in Cloud Environments". In: Inf. 8 (2017), p. 44. 49 [26] Peng Zhang et al. \FHIRChain: applying blockchain to securely and scalably share clinical data". In: Computational and structural biotechnology journal 16 (2018), pp. 267{278. en_US
dc.identifier.uri http://hdl.handle.net/123456789/1308
dc.description Supervised by Dr. Mahbub Alam, Professor, Dept. of Computer Science and Engineering, Islamic University of Technology (IUT) en_US
dc.description.abstract The process of digitizing the health records of patients revolutionized the healthcare system as we know it today. Electronic Health Record (EHR)s, the digital records of patients, demand highest security among all data as healthcare organizations have more than 60% higher costs associated with data breaches than the cross-industry average. But they are also needed to be shared among researchers and medical personnel to improve medical service and research. Main security concern for EHRs is that intruders can delete or tamper them, giving bene ts to care-givers by hiding medical malpractices (e.g. misdiagnosis and delayed diagnosis) or care-receivers by creating false data helping them to claim insurance money. In this paper, we aim to use blockchain beyond the eld of cryptocurrency to build a system, such that even after access is provided to researchers or medical personnel, EHRs remain untampered and the identities of patients can't be revealed or traced back. However, this has to be done in such a way that the authenticity of EHRs remain established, and in the event of changing of care team, the new team will have access to complete and unchanged EHRs without hassle. But we acknowledge the limited storage capacity of the existing blockchain system. We need a system that can relieve huge storage and computation burden from the blockchain system. We will continue to use traditional cloud storage system to store information while saving the indexes of EHRs in a Blockchain to ensure integrity and increase scalability. We will ensure secure data sharing by applying random selection of data de-identi cation methods that guarantees integrity, security and trackability of user data without revealing user identity. Lastly, we will present a complete architecture of the proposed system with two levels of blockchain that ensures secure and e cient implementation of EHR. en_US
dc.language.iso en en_US
dc.publisher Department of Computer Science and Engineering (CSE), Islamic University of Technology (IUT), Board Bazar, Gazipur-1704, Bangladesh en_US
dc.title Electronic Health Record Sharing and Access Controlling Blockchain Architecture using Data De-identi cation Method en_US
dc.type Thesis en_US


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