Blockchain based Securing Medical Records in Big Data Analytics
The patient privacy is danger while medical records and data are transmitted or share beyond secure big data. This is because violations push them to the margins and they begin to avoid fully revealing their stages. This kind of stages contains negative impact in scientific investigate. To overcome...
Uloženo v:
| Vydáno v: | Data & knowledge engineering Ročník 144; s. 102122 |
|---|---|
| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier B.V
01.03.2023
|
| Témata: | |
| ISSN: | 0169-023X, 1872-6933 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | The patient privacy is danger while medical records and data are transmitted or share beyond secure big data. This is because violations push them to the margins and they begin to avoid fully revealing their stages. This kind of stages contains negative impact in scientific investigate. To overcome this issue, Secure Block Chain System for Managing and Sharing Electronic Medical Records in Big Data Field is proposed. In this manuscript, a Cryptographic Hash Generator (CHG) technique based Secured and Trusted Data storage and transmission using Block Chain (BC) in Hadoop Distributed File System (HDFS). Initially, the Big data collected from the health care center is partitioned into sensitive and insensitive data. Block chain system utilizes an asymmetric cryptography for validating transactions authentication. Here, the user key is created through secured bitwise cryptographic hash generator (CHG) while there is required to fetch the newly record for usage. In block chain system, when a user seeking data from a healthcare application have forward a request to CHG. The message is send back to the user with a secret key for confirmation. The key can be decrypted or even denied access if only a valid user allows the user to link to this cluster. Only sensitive data were selected to the process of encryption for the process of encryption, this CHG technique employs the Discrete Shearlet Transform (DST) for encrypting the data, and the data’s are warehoused in the block chain to upgrade the level of security. And the insensitive data are put directly on the Hadoop Distributed File System. During the verification process, CHG is utilized for creating the request forward through the user. The operator creates the purpose of remote key to create the block (request) and signing the request using transaction private key, then forward to request queuing. To validate a request, the request from the queue is supplied first and an Improved Grey wolf Optimization algorithm (IGWO) is utilized to determine the optimal request that is fetch through the consensus node for initiating the process of validation. After accepting the user’s request, access is given to the user associated with input or requested data, then the verified request is set to broadcast. The proposed method is executed in JAVA and Hadoop platform. Experimental results show that the proposed BC-CHG-DST-IGWOA shows better performances of higher Efficiency 20.14%, 31.25%, 24.33%, 14.69%, lower time 16.12%, 15.09%, 21.36%, 46.26% compared with the existing methods, such as medical records managing and securing blockchain based system supported by genetic algorithm with discrete wavelet transform (BC-SMR-BD-GA-DWT), DQN-based optimization framework to secure shared blockchain systems (BC-SMR-BD-DQNSB), Hyper ledger blockchain enabled secure medical record management along deep learning-based diagnosis model (BC-SMR-BD-HBESDM-DLD), Secure attribute-based signature scheme with multiple authorities for blockchain in electronic health records system (BC-SMR-BD-MA-ABS) respectively. |
|---|---|
| AbstractList | The patient privacy is danger while medical records and data are transmitted or share beyond secure big data. This is because violations push them to the margins and they begin to avoid fully revealing their stages. This kind of stages contains negative impact in scientific investigate. To overcome this issue, Secure Block Chain System for Managing and Sharing Electronic Medical Records in Big Data Field is proposed. In this manuscript, a Cryptographic Hash Generator (CHG) technique based Secured and Trusted Data storage and transmission using Block Chain (BC) in Hadoop Distributed File System (HDFS). Initially, the Big data collected from the health care center is partitioned into sensitive and insensitive data. Block chain system utilizes an asymmetric cryptography for validating transactions authentication. Here, the user key is created through secured bitwise cryptographic hash generator (CHG) while there is required to fetch the newly record for usage. In block chain system, when a user seeking data from a healthcare application have forward a request to CHG. The message is send back to the user with a secret key for confirmation. The key can be decrypted or even denied access if only a valid user allows the user to link to this cluster. Only sensitive data were selected to the process of encryption for the process of encryption, this CHG technique employs the Discrete Shearlet Transform (DST) for encrypting the data, and the data’s are warehoused in the block chain to upgrade the level of security. And the insensitive data are put directly on the Hadoop Distributed File System. During the verification process, CHG is utilized for creating the request forward through the user. The operator creates the purpose of remote key to create the block (request) and signing the request using transaction private key, then forward to request queuing. To validate a request, the request from the queue is supplied first and an Improved Grey wolf Optimization algorithm (IGWO) is utilized to determine the optimal request that is fetch through the consensus node for initiating the process of validation. After accepting the user’s request, access is given to the user associated with input or requested data, then the verified request is set to broadcast. The proposed method is executed in JAVA and Hadoop platform. Experimental results show that the proposed BC-CHG-DST-IGWOA shows better performances of higher Efficiency 20.14%, 31.25%, 24.33%, 14.69%, lower time 16.12%, 15.09%, 21.36%, 46.26% compared with the existing methods, such as medical records managing and securing blockchain based system supported by genetic algorithm with discrete wavelet transform (BC-SMR-BD-GA-DWT), DQN-based optimization framework to secure shared blockchain systems (BC-SMR-BD-DQNSB), Hyper ledger blockchain enabled secure medical record management along deep learning-based diagnosis model (BC-SMR-BD-HBESDM-DLD), Secure attribute-based signature scheme with multiple authorities for blockchain in electronic health records system (BC-SMR-BD-MA-ABS) respectively. |
| ArticleNumber | 102122 |
| Author | Natarajan, V. Marichamy, V. Santhana |
| Author_xml | – sequence: 1 givenname: V. Santhana surname: Marichamy fullname: Marichamy, V. Santhana email: vsanthanamarichamy1207@gmail.com organization: Department of Computer Science and Engineering, SRM Valliammai Engineering College, SRM Nagar, Kattankulathur, Tamil Nadu, India – sequence: 2 givenname: V. surname: Natarajan fullname: Natarajan, V. organization: Department of Instrumentation Engineering, MIT Campus, Anna University, Chennai, India |
| BookMark | eNqFkNtKAzEQhoNUsK0-gTf7AlsnSbubvRBp6xEUwQN4F9LJpKZddyVZhb69qfXKC70aGP5vDt-A9Zq2IcaOOYw48OJkNbKmM-uRACFSR3Ah9lifq1LkRSVlj_VTqspByJcDNohxBQBiDJM-O5vVLa7x1fgmW5hINnsk_Ai-WWZ3ZD2aOnsgbIONWUrM_DI7T5uyaWPqTecxHrJ9Z-pIRz91yJ4vL57m1_nt_dXNfHqbowTZ5a40FWChbEWuVGqsJjRWBUcw1pULC8oV1UIWZKnEUqXDuTPCmdLCpEBwTg5ZtZuLoY0xkNPoO9P5tumC8bXmoLcm9Ep_m9BbE3pnIrHyF_se_JsJm3-o0x1F6a1PT0FH9NRgshIIO21b_yf_BeNqel0 |
| CitedBy_id | crossref_primary_10_3390_bioengineering11121265 crossref_primary_10_1016_j_eswa_2024_124398 crossref_primary_10_1109_ACCESS_2023_3333229 crossref_primary_10_1016_j_comnet_2023_109843 crossref_primary_10_26599_TST_2024_9010122 crossref_primary_10_3390_electronics12122646 crossref_primary_10_1007_s42979_024_03278_2 crossref_primary_10_1109_ACCESS_2023_3330914 crossref_primary_10_3390_math13050730 crossref_primary_10_1109_ACCESS_2024_3467167 crossref_primary_10_3390_app142210687 crossref_primary_10_1038_s41598_025_06539_z crossref_primary_10_3390_app14156816 crossref_primary_10_1016_j_neucom_2024_128089 crossref_primary_10_1080_0954898X_2025_2492375 |
| Cites_doi | 10.1016/j.measurement.2019.107218 10.1016/j.cmpb.2019.105189 10.1109/TEM.2019.2921736 10.1007/s00034-021-01850-2 10.1016/j.catena.2018.12.018 10.1109/JIOT.2020.3006896 10.1016/j.jksuci.2018.02.006 10.1186/s40537-019-0271-7 10.1080/01611194.2019.1706060 10.1007/s10586-019-02921-5 10.1109/TMM.2019.2893549 10.1007/s00500-019-04473-7 10.1016/j.jnca.2018.11.007 10.1016/j.cogsys.2018.05.004 10.3390/s20102913 10.1007/s00500-019-04323-6 10.1007/s13278-019-0557-y 10.1007/s10586-019-02986-2 10.1111/jphd.12354 10.1007/s11227-019-02876-9 10.1109/ACCESS.2018.2801266 10.1007/s40747-021-00549-w |
| ContentType | Journal Article |
| Copyright | 2022 Elsevier B.V. |
| Copyright_xml | – notice: 2022 Elsevier B.V. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.datak.2022.102122 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1872-6933 |
| ExternalDocumentID | 10_1016_j_datak_2022_102122 S0169023X22001136 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1RT 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AAAKG AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARIN AAXUO AAYFN ABBOA ABFNM ABMAC ABTAH ABUCO ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q G8K GBLVA GBOLZ HAMUX HLZ HVGLF HZ~ IHE J1W JJJVA KOM LG9 LY1 LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SBC SDF SDG SDP SDS SES SET SEW SPC SPCBC SSB SSD SST SSV SSZ T5K WUQ XPP ZMT ZY4 ~G- 77I 9DU AATTM AAXKI AAYWO AAYXX ABDPE ABJNI ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD |
| ID | FETCH-LOGICAL-c303t-f7a90c68d9ef788485e4861c0adf7bd08f69b36ede7c781871fa2fa7d056c0ff3 |
| ISICitedReferencesCount | 14 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000911038600001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0169-023X |
| IngestDate | Tue Nov 18 21:05:38 EST 2025 Sat Nov 29 07:23:17 EST 2025 Fri Feb 23 02:38:36 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Hadoop Distributed File System (HDFS) Medical block chain Cryptographic Hash Generator (CHG) Improved Grey wolf Optimization algorithm (GWO) Electronic medical records |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c303t-f7a90c68d9ef788485e4861c0adf7bd08f69b36ede7c781871fa2fa7d056c0ff3 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_datak_2022_102122 crossref_primary_10_1016_j_datak_2022_102122 elsevier_sciencedirect_doi_10_1016_j_datak_2022_102122 |
| PublicationCentury | 2000 |
| PublicationDate | March 2023 2023-03-00 |
| PublicationDateYYYYMMDD | 2023-03-01 |
| PublicationDate_xml | – month: 03 year: 2023 text: March 2023 |
| PublicationDecade | 2020 |
| PublicationTitle | Data & knowledge engineering |
| PublicationYear | 2023 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Kim, Yu, Lee, Park, Park (b31) 2020; 20 Almazrooie, Samsudin, Gutub, Salleh, Omar, Hassan (b22) 2020; 32 Gaurav, Tiwari, Goyal, Gandhi, Abraham (b6) 2020; 24 Rajesh, Shajin, Mouli Chandra, Kommula (b14) 2021 Sammeta, Parthiban (b27) 2022; 8 Celesti, Lay-Ekuakille, Wan, Fazio, Celesti, Romano, Bramanti, Villari (b18) 2020; 151 Kumar, Bharti, Amin (b29) 2021; 4 Ed-daoudy, Maalmi (b3) 2019; 6 Yang, Chen, Liu, Liu, Chang (b5) 2020; 23 Garg, Kaur, Kumar, Rodrigues (b10) 2019; 21 Hussein, ArunKumar, Ramirez-Gonzalez, Abdulhay, Tavares, de Albuquerque (b25) 2018; 52 Schinckus C. The good (b19) 2020; 69 Lyu, Zhang, Han (b23) 2021 Li, Feng, Yu, Zhao (b17) 2020; 186 Burri, Casey, Bolle, Jaquet-Chiffelle (b20) 2020; 33 Shajin, Rajesh, Raja (b11) 2022; 41 Krishnan, Manoj, Gadekallu, Kumar, Maddikunta, Bhattacharya, Suh, Piran (b33) 2020 Arora, Kansal (b7) 2019; 9 Nanayakkara, Zhou, Spallek (b1) 2019; 25 Demirbaga (b16) 2021 Shajin, Rajesh (b13) 2021 Shabestari, Rahmani, Navimipour, Jabbehdari (b15) 2019; 126 Choi, Park (b21) 2019; 75 Rajesh, Shajin, Umasankar (b12) 2021; 9 Kumar, Sangwan, Nayyar (b4) 2020 Meng, Li, Zhu (b32) 2019; 67 Yun, Goh, Chung (b26) 2020; 8 Azad, Navimipour, Rahmani, Sharifi (b8) 2020; 23 Sankhwar, Gupta, Ramya, Rani, Shankar, Lakshmanaprabu (b24) 2020; 24 Guo, Shi, Zhao, Zheng (b28) 2018; 6 Pandey, Litoriya (b30) 2020; 44 Finkelstein, Zhang, Levitin, Cappelli (b2) 2020; 80 Pham, Prakash, Singh, Shirzadi, Shahabi, Bui (b9) 2019; 175 Rajesh (10.1016/j.datak.2022.102122_b14) 2021 Lyu (10.1016/j.datak.2022.102122_b23) 2021 Sammeta (10.1016/j.datak.2022.102122_b27) 2022; 8 Shajin (10.1016/j.datak.2022.102122_b11) 2022; 41 Shajin (10.1016/j.datak.2022.102122_b13) 2021 Garg (10.1016/j.datak.2022.102122_b10) 2019; 21 Rajesh (10.1016/j.datak.2022.102122_b12) 2021; 9 Celesti (10.1016/j.datak.2022.102122_b18) 2020; 151 Li (10.1016/j.datak.2022.102122_b17) 2020; 186 Hussein (10.1016/j.datak.2022.102122_b25) 2018; 52 Azad (10.1016/j.datak.2022.102122_b8) 2020; 23 Demirbaga (10.1016/j.datak.2022.102122_b16) 2021 Finkelstein (10.1016/j.datak.2022.102122_b2) 2020; 80 Nanayakkara (10.1016/j.datak.2022.102122_b1) 2019; 25 Kumar (10.1016/j.datak.2022.102122_b4) 2020 Meng (10.1016/j.datak.2022.102122_b32) 2019; 67 Kim (10.1016/j.datak.2022.102122_b31) 2020; 20 Shabestari (10.1016/j.datak.2022.102122_b15) 2019; 126 Schinckus C. The good (10.1016/j.datak.2022.102122_b19) 2020; 69 Guo (10.1016/j.datak.2022.102122_b28) 2018; 6 Kumar (10.1016/j.datak.2022.102122_b29) 2021; 4 Choi (10.1016/j.datak.2022.102122_b21) 2019; 75 Krishnan (10.1016/j.datak.2022.102122_b33) 2020 Yang (10.1016/j.datak.2022.102122_b5) 2020; 23 Gaurav (10.1016/j.datak.2022.102122_b6) 2020; 24 Yun (10.1016/j.datak.2022.102122_b26) 2020; 8 Almazrooie (10.1016/j.datak.2022.102122_b22) 2020; 32 Ed-daoudy (10.1016/j.datak.2022.102122_b3) 2019; 6 Burri (10.1016/j.datak.2022.102122_b20) 2020; 33 Pandey (10.1016/j.datak.2022.102122_b30) 2020; 44 Arora (10.1016/j.datak.2022.102122_b7) 2019; 9 Sankhwar (10.1016/j.datak.2022.102122_b24) 2020; 24 Pham (10.1016/j.datak.2022.102122_b9) 2019; 175 |
| References_xml | – volume: 9 start-page: 1 year: 2019 end-page: 4 ident: b7 article-title: Character level embedding with deep convolutional neural network for text normalization of unstructured data for Twitter sentiment analysis publication-title: Soc. Netw. Anal. Min. – volume: 21 start-page: 566 year: 2019 end-page: 578 ident: b10 article-title: Hybrid deep-learning-based anomaly detection scheme for suspicious flow detection in SDN: A social multimedia perspective publication-title: IEEE Trans. Multimed. – volume: 24 start-page: 101 year: 2020 end-page: 110 ident: b24 article-title: Improved grey wolf optimization-based feature subset selection with fuzzy neural classifier for financial crisis prediction publication-title: Soft Comput. – volume: 151 year: 2020 ident: b18 article-title: Information management in IoT cloud-based tele-rehabilitation as a service for smart cities: Comparison of NoSQL approaches publication-title: Measurement – start-page: 1 year: 2021 end-page: 3 ident: b23 article-title: DSTnet: a new discrete shearlet transform-based CNN model for image denoising publication-title: Multimedia Syst. – start-page: 289 year: 2020 end-page: 321 ident: b4 article-title: Multimedia social big data: Mining publication-title: Multimedia Big Data Computing for IoT Applications – start-page: 1 year: 2021 end-page: 9 ident: b14 article-title: Diminishing energy consumption cost and optimal energy management of photovoltaic aided electric vehicle (PV-EV) by GFO-VITG approach publication-title: Energy Sources A: Recovery Util. Environ. Eff. – volume: 4 year: 2021 ident: b29 article-title: Decentralized secure storage of medical records using Blockchain and IPFS: A comparative analysis with future directions publication-title: Secur. Priv. – volume: 175 start-page: 203 year: 2019 end-page: 218 ident: b9 article-title: Landslide susceptibility modeling using reduced error pruning trees and different ensemble techniques: Hybrid machine learning approaches publication-title: Catena – volume: 67 start-page: 1377 year: 2019 end-page: 1386 ident: b32 article-title: Enhancing medical smartphone networks via blockchain-based trust management against insider attacks publication-title: IEEE Trans. Eng. Manage. – volume: 52 start-page: 1 year: 2018 ident: b25 article-title: A medical records managing and securing blockchain based system supported by a genetic algorithm and discrete wavelet transform publication-title: Cogn. Syst. Res. – volume: 80 start-page: S43 year: 2020 end-page: 58 ident: b2 article-title: Using big data to promote precision oral health in the context of a learning healthcare system publication-title: J. Public Health Dent. – volume: 25 start-page: 1245 year: 2019 end-page: 1252 ident: b1 article-title: Impact of big data on oral health outcomes publication-title: Oraldiseases – volume: 24 start-page: 9625 year: 2020 end-page: 9638 ident: b6 article-title: Machine intelligence-based algorithms for spam filtering on document labeling publication-title: Soft Comput. – volume: 8 start-page: 625 year: 2022 end-page: 640 ident: b27 article-title: Hyperledger blockchain enabled secure medical record management with deep learning-based diagnosis model publication-title: Complex Intell. Syst. – volume: 20 start-page: 2913 year: 2020 ident: b31 article-title: Design of secure protocol for cloud-assisted electronic health record system using blockchain publication-title: Sensors – volume: 186 year: 2020 ident: b17 article-title: MISS-D: A fast and scalable framework of medical image storage service based on distributed file system publication-title: Comput. Methods Programs Biomed. – volume: 69 year: 2020 ident: b19 article-title: The bad and the ugly: An overview of the sustainability of blockchain technology publication-title: Energy Res Soc. Sci. – start-page: 1 year: 2020 end-page: 6 ident: b33 article-title: A blockchain-based credibility scoring framework for electronic medical records publication-title: 2020 IEEE Globecom Workshops (GC Wkshps) – volume: 44 start-page: 341 year: 2020 end-page: 356 ident: b30 article-title: Securing and authenticating healthcare records through blockchain technology publication-title: Cryptologia – volume: 23 start-page: 1185 year: 2020 end-page: 1198 ident: b8 article-title: The role of structured and unstructured data managing mechanisms in the internet of things publication-title: Cluster Comput. – volume: 75 start-page: 6632 year: 2019 end-page: 6662 ident: b21 article-title: A write-friendly approach to manage namespace of hadoop distributed file system by utilizing nonvolatile memory publication-title: J. Supercomput. – volume: 126 start-page: 162 year: 2019 end-page: 177 ident: b15 article-title: A taxonomy of software-based and hardware-based approaches for energy efficiency management in the Hadoop publication-title: J. Netw. Comput. Appl. – volume: 8 start-page: 708 year: 2020 end-page: 722 ident: b26 article-title: DQN-based optimization framework for secure sharded blockchain systems publication-title: IEEE Internet Things J. – year: 2021 ident: b13 article-title: FPGA realization of a reversible data hiding scheme for 5G MIMO-OFDM system by Chaotic Key generation-based paillier cryptography along with LDPC and its side channel estimation using machine learning technique publication-title: J. Circuits Syst. Comput. – volume: 41 start-page: 1751 year: 2022 end-page: 1774 ident: b11 article-title: An efficient VLSI architecture for fast motion estimation exploiting zero motion prejudgment technique and a new quadrant-based search algorithm in HEVC publication-title: Circuits Systems Signal Process. – volume: 9 start-page: 1 year: 2021 end-page: 7 ident: b12 article-title: A novel control scheme for PV/WT/FC/Battery to power quality enhancement in micro grid system: A hybrid technique publication-title: Energy Sources A: Recovery Util. Environ. Eff. – start-page: 1 year: 2021 end-page: 6 ident: b16 article-title: HTwitt: a hadoop-based platform for analysis and visualization of streaming Twitter data publication-title: Neural Comput. Appl. – volume: 6 start-page: 1 year: 2019 end-page: 25 ident: b3 article-title: A new internet of things architecture for real-time prediction of various diseases using machine learning on big data environment publication-title: J. Big Data – volume: 32 start-page: 24 year: 2020 end-page: 34 ident: b22 article-title: Integrity verification for digital Holy Quran verses using cryptographic hash function and compression publication-title: J. King Saud Univ.-Comput. Inf. Sci. – volume: 33 year: 2020 ident: b20 article-title: Chronological independently verifiable electronic chain of custody ledger using blockchain technology publication-title: Forensic Sci. Int.: Digit. Investig. – volume: 23 start-page: 265 year: 2020 end-page: 288 ident: b5 article-title: On construction of an energy monitoring service using big data technology for the smart campus publication-title: Cluster Comput. – volume: 6 start-page: 11676 year: 2018 end-page: 11686 ident: b28 article-title: Secure attribute-based signature scheme with multiple authorities for blockchain in electronic health records systems publication-title: IEEE Access – volume: 151 year: 2020 ident: 10.1016/j.datak.2022.102122_b18 article-title: Information management in IoT cloud-based tele-rehabilitation as a service for smart cities: Comparison of NoSQL approaches publication-title: Measurement doi: 10.1016/j.measurement.2019.107218 – volume: 186 year: 2020 ident: 10.1016/j.datak.2022.102122_b17 article-title: MISS-D: A fast and scalable framework of medical image storage service based on distributed file system publication-title: Comput. Methods Programs Biomed. doi: 10.1016/j.cmpb.2019.105189 – volume: 67 start-page: 1377 issue: 4 year: 2019 ident: 10.1016/j.datak.2022.102122_b32 article-title: Enhancing medical smartphone networks via blockchain-based trust management against insider attacks publication-title: IEEE Trans. Eng. Manage. doi: 10.1109/TEM.2019.2921736 – volume: 4 issue: 5 year: 2021 ident: 10.1016/j.datak.2022.102122_b29 article-title: Decentralized secure storage of medical records using Blockchain and IPFS: A comparative analysis with future directions publication-title: Secur. Priv. – volume: 33 year: 2020 ident: 10.1016/j.datak.2022.102122_b20 article-title: Chronological independently verifiable electronic chain of custody ledger using blockchain technology publication-title: Forensic Sci. Int.: Digit. Investig. – volume: 41 start-page: 1751 issue: 3 year: 2022 ident: 10.1016/j.datak.2022.102122_b11 article-title: An efficient VLSI architecture for fast motion estimation exploiting zero motion prejudgment technique and a new quadrant-based search algorithm in HEVC publication-title: Circuits Systems Signal Process. doi: 10.1007/s00034-021-01850-2 – volume: 175 start-page: 203 year: 2019 ident: 10.1016/j.datak.2022.102122_b9 article-title: Landslide susceptibility modeling using reduced error pruning trees and different ensemble techniques: Hybrid machine learning approaches publication-title: Catena doi: 10.1016/j.catena.2018.12.018 – volume: 8 start-page: 708 issue: 2 year: 2020 ident: 10.1016/j.datak.2022.102122_b26 article-title: DQN-based optimization framework for secure sharded blockchain systems publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2020.3006896 – volume: 32 start-page: 24 issue: 1 year: 2020 ident: 10.1016/j.datak.2022.102122_b22 article-title: Integrity verification for digital Holy Quran verses using cryptographic hash function and compression publication-title: J. King Saud Univ.-Comput. Inf. Sci. doi: 10.1016/j.jksuci.2018.02.006 – volume: 6 start-page: 1 issue: 1 year: 2019 ident: 10.1016/j.datak.2022.102122_b3 article-title: A new internet of things architecture for real-time prediction of various diseases using machine learning on big data environment publication-title: J. Big Data doi: 10.1186/s40537-019-0271-7 – volume: 9 start-page: 1 year: 2021 ident: 10.1016/j.datak.2022.102122_b12 article-title: A novel control scheme for PV/WT/FC/Battery to power quality enhancement in micro grid system: A hybrid technique publication-title: Energy Sources A: Recovery Util. Environ. Eff. – volume: 44 start-page: 341 issue: 4 year: 2020 ident: 10.1016/j.datak.2022.102122_b30 article-title: Securing and authenticating healthcare records through blockchain technology publication-title: Cryptologia doi: 10.1080/01611194.2019.1706060 – start-page: 289 year: 2020 ident: 10.1016/j.datak.2022.102122_b4 article-title: Multimedia social big data: Mining – volume: 23 start-page: 265 issue: 1 year: 2020 ident: 10.1016/j.datak.2022.102122_b5 article-title: On construction of an energy monitoring service using big data technology for the smart campus publication-title: Cluster Comput. doi: 10.1007/s10586-019-02921-5 – volume: 21 start-page: 566 issue: 3 year: 2019 ident: 10.1016/j.datak.2022.102122_b10 article-title: Hybrid deep-learning-based anomaly detection scheme for suspicious flow detection in SDN: A social multimedia perspective publication-title: IEEE Trans. Multimed. doi: 10.1109/TMM.2019.2893549 – volume: 24 start-page: 9625 issue: 13 year: 2020 ident: 10.1016/j.datak.2022.102122_b6 article-title: Machine intelligence-based algorithms for spam filtering on document labeling publication-title: Soft Comput. doi: 10.1007/s00500-019-04473-7 – volume: 126 start-page: 162 year: 2019 ident: 10.1016/j.datak.2022.102122_b15 article-title: A taxonomy of software-based and hardware-based approaches for energy efficiency management in the Hadoop publication-title: J. Netw. Comput. Appl. doi: 10.1016/j.jnca.2018.11.007 – volume: 52 start-page: 1 year: 2018 ident: 10.1016/j.datak.2022.102122_b25 article-title: A medical records managing and securing blockchain based system supported by a genetic algorithm and discrete wavelet transform publication-title: Cogn. Syst. Res. doi: 10.1016/j.cogsys.2018.05.004 – start-page: 1 year: 2021 ident: 10.1016/j.datak.2022.102122_b16 article-title: HTwitt: a hadoop-based platform for analysis and visualization of streaming Twitter data publication-title: Neural Comput. Appl. – volume: 20 start-page: 2913 issue: 10 year: 2020 ident: 10.1016/j.datak.2022.102122_b31 article-title: Design of secure protocol for cloud-assisted electronic health record system using blockchain publication-title: Sensors doi: 10.3390/s20102913 – volume: 69 year: 2020 ident: 10.1016/j.datak.2022.102122_b19 article-title: The bad and the ugly: An overview of the sustainability of blockchain technology publication-title: Energy Res Soc. Sci. – start-page: 1 year: 2021 ident: 10.1016/j.datak.2022.102122_b23 article-title: DSTnet: a new discrete shearlet transform-based CNN model for image denoising publication-title: Multimedia Syst. – volume: 25 start-page: 1245 issue: 5 year: 2019 ident: 10.1016/j.datak.2022.102122_b1 article-title: Impact of big data on oral health outcomes publication-title: Oraldiseases – volume: 24 start-page: 101 issue: 1 year: 2020 ident: 10.1016/j.datak.2022.102122_b24 article-title: Improved grey wolf optimization-based feature subset selection with fuzzy neural classifier for financial crisis prediction publication-title: Soft Comput. doi: 10.1007/s00500-019-04323-6 – volume: 9 start-page: 1 issue: 1 year: 2019 ident: 10.1016/j.datak.2022.102122_b7 article-title: Character level embedding with deep convolutional neural network for text normalization of unstructured data for Twitter sentiment analysis publication-title: Soc. Netw. Anal. Min. doi: 10.1007/s13278-019-0557-y – volume: 23 start-page: 1185 issue: 2 year: 2020 ident: 10.1016/j.datak.2022.102122_b8 article-title: The role of structured and unstructured data managing mechanisms in the internet of things publication-title: Cluster Comput. doi: 10.1007/s10586-019-02986-2 – volume: 80 start-page: S43 year: 2020 ident: 10.1016/j.datak.2022.102122_b2 article-title: Using big data to promote precision oral health in the context of a learning healthcare system publication-title: J. Public Health Dent. doi: 10.1111/jphd.12354 – year: 2021 ident: 10.1016/j.datak.2022.102122_b13 article-title: FPGA realization of a reversible data hiding scheme for 5G MIMO-OFDM system by Chaotic Key generation-based paillier cryptography along with LDPC and its side channel estimation using machine learning technique publication-title: J. Circuits Syst. Comput. – volume: 75 start-page: 6632 issue: 10 year: 2019 ident: 10.1016/j.datak.2022.102122_b21 article-title: A write-friendly approach to manage namespace of hadoop distributed file system by utilizing nonvolatile memory publication-title: J. Supercomput. doi: 10.1007/s11227-019-02876-9 – start-page: 1 year: 2020 ident: 10.1016/j.datak.2022.102122_b33 article-title: A blockchain-based credibility scoring framework for electronic medical records – start-page: 1 year: 2021 ident: 10.1016/j.datak.2022.102122_b14 article-title: Diminishing energy consumption cost and optimal energy management of photovoltaic aided electric vehicle (PV-EV) by GFO-VITG approach publication-title: Energy Sources A: Recovery Util. Environ. Eff. – volume: 6 start-page: 11676 year: 2018 ident: 10.1016/j.datak.2022.102122_b28 article-title: Secure attribute-based signature scheme with multiple authorities for blockchain in electronic health records systems publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2801266 – volume: 8 start-page: 625 issue: 1 year: 2022 ident: 10.1016/j.datak.2022.102122_b27 article-title: Hyperledger blockchain enabled secure medical record management with deep learning-based diagnosis model publication-title: Complex Intell. Syst. doi: 10.1007/s40747-021-00549-w |
| SSID | ssj0002405 |
| Score | 2.5136967 |
| Snippet | The patient privacy is danger while medical records and data are transmitted or share beyond secure big data. This is because violations push them to the... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 102122 |
| SubjectTerms | Cryptographic Hash Generator (CHG) Electronic medical records Hadoop Distributed File System (HDFS) Improved Grey wolf Optimization algorithm (GWO) Medical block chain |
| Title | Blockchain based Securing Medical Records in Big Data Analytics |
| URI | https://dx.doi.org/10.1016/j.datak.2022.102122 |
| Volume | 144 |
| WOSCitedRecordID | wos000911038600001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1872-6933 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002405 issn: 0169-023X databaseCode: AIEXJ dateStart: 19950201 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1872-6933 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002405 issn: 0169-023X databaseCode: AIEXJ dateStart: 20220301 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtZ3Nb9MwFMCt0nHgwjfa-JIP3Eqq1nH9cQFtaAgQqpAYU2-RP7d1I0wlTPvzeY7tpGOoYgcuUeQ6L1F-jv3e6_N7CL2ygk1dqWwhhfEF9YYWihJdqJlmRGs3k6bdKPyZz-disZBfBoM3eS_MxRmva3F5Kc__K2poA9hh6-wNcHdCoQHOATocATsc_wn8HixPp-YYLP5RWKJsdqkfdX_KRJOzDYTdOzkC8I2KyUmaHPqetNX2lzA2Os_byPX5C3tn9irE3n9vcR2OR18B1rGqu_l-DlJWahk9rYfjdT8DKftAq-x6ZLKA9sWVuZPStdkvlAmPu4yvTczRR7AM4tUpmOWEjPveV9Ng_7E8dUGDOR5tWbVCqiCkikJuoS3CZ1IM0dbux_3Fp24tBn0lBrGmZ895p9oIv2vP8nfdZE3fOLiP7iZDAe9GwA_QwNUP0b1chAOnOfkRetvzxi1vnHnjxBsn3hh6AG8cqOKO92P07f3-wbsPRaqKURhQN5rCcyUnhgkrnedCUDFzFD44M1HWc20nwjOpS-as44aDOsanXhGvuAVV10y8L5-gYf2jdtsI06l1XjFp21J0GkxN7agmpXJg2LKS7SCS30dlUsr4ULnkrNrAYge97i46jxlTNndn-UVXSemLylwFQ2fThU9vdp9n6E4_qp-jYbP65V6g2-aiOfm5epnGzW_MC3Yg |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Blockchain+based+Securing+Medical+Records+in+Big+Data+Analytics&rft.jtitle=Data+%26+knowledge+engineering&rft.au=Marichamy%2C+V.+Santhana&rft.au=Natarajan%2C+V.&rft.date=2023-03-01&rft.issn=0169-023X&rft.volume=144&rft.spage=102122&rft_id=info:doi/10.1016%2Fj.datak.2022.102122&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_datak_2022_102122 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0169-023X&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0169-023X&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0169-023X&client=summon |