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Hash properties-oriented decentralized blockchain distribution of histopathology images on IPFS
  • QAMAR SHAMWEEL
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dc.contributor.advisorPeom Park-
dc.contributor.authorQAMAR SHAMWEEL-
dc.date.issued2024-02-
dc.identifier.other33370-
dc.identifier.urihttps://aurora.ajou.ac.kr/handle/2018.oak/38851-
dc.description학위논문(박사)--의약생명정보시스템협동과정,2024. 2-
dc.description.abstractTransaction and storage of image data across multiple ends to make a harmonized pathology-based healthcare system has been one of the most researched areas in the biomedical field. This domain has been dealing with its own concerns of data security and performance issues like time sensitivity of diagnostic tasks in medical institutions. In the recent past, centralized approaches such as PACS(Picture Archiving and Communication Systems) have been employed for commercial use to share images among patients, pathologists and hospitals or medical centers. They have introduced a whole infrastructure for the sharing techniques of pathology data. However, this infrastructure has a single point of failure that can disconnect the user from the system with no contingency. Furthermore, there are security concerns when we solve the single point of failure issue by using the decentralization method of sharing images through Ethereum blockchain and IPFS( Interplanetary File System). There are insufficient security parameters in the existing setup of decentralization. It relies mainly on a single encryption of the data which makes it susceptible to exploitation. This research focuses towards enhancing the security protocols within Ethereum to improve the security measures essential for sharing medical images while maintaining the time sensitivity of data transaction. We introduce hash properties-oriented technique to add parameters in the decentralized network by using IPFS hash created by image and properties generated by the hash using smart contract algorithms in the Ethereum blockchain. Keywords: Pathology , Picture Archiving and Communication Systems, Ethereum blockchain, Interplanetary File System, Hash properties, Smart contract-
dc.description.tableofcontents1. Introduction 1_x000D_ <br> 1.1. Related work 1_x000D_ <br> 1.2. Motivation 4_x000D_ <br> 1.3. Overview 6_x000D_ <br> 1.3.1. Transaction hash 7_x000D_ <br> 1.3.2. Contract address 8_x000D_ <br> 1.3.3. User's public key 8_x000D_ <br>2. Prerequisites 8_x000D_ <br> 2.1. Dataset 8_x000D_ <br> 2.2. Ethereum blockchain 8_x000D_ <br> 2.3. IPFS 9_x000D_ <br> 2.4. Solidity programming language and Smart Contract 10_x000D_ <br>3. System design and functionality 11_x000D_ <br> 3.1. System design 11_x000D_ <br> 3.1.1. Hash properties-oriented protocol(Algorithms) 11_x000D_ <br> 3.1.1.1. Transaction hash 12_x000D_ <br> 3.1.1.2. Deployed Contract address 13_x000D_ <br> 3.1.1.3. New user's public key 13_x000D_ <br> 3.1.1.4. Combined conditional access 14_x000D_ <br> 3.1.2. Functionality in blockchain 14_x000D_ <br>4. Implementation and results 16_x000D_ <br> 4.1. Implementation 16_x000D_ <br> 4.2. Results 18_x000D_ <br> 4.2.1. Transaction time for decentralized vs centralized system 18_x000D_ <br> 4.2.2. Fuel used by Hash properties-oriented contract vs send hash contract 19_x000D_ <br>5. Discussion 21_x000D_ <br>6. Conclusion 21_x000D_ <br>References 22_x000D_-
dc.language.isoeng-
dc.publisherThe Graduate School, Ajou University-
dc.rights아주대학교 논문은 저작권에 의해 보호받습니다.-
dc.titleHash properties-oriented decentralized blockchain distribution of histopathology images on IPFS-
dc.typeThesis-
dc.contributor.affiliation아주대학교 대학원-
dc.contributor.department일반대학원 의약생명정보시스템협동과정-
dc.date.awarded2024-02-
dc.description.degreeDoctor-
dc.identifier.urlhttps://dcoll.ajou.ac.kr/dcollection/common/orgView/000000033370-
dc.subject.keywordEthereum blockchain-
dc.subject.keywordHash properties-
dc.subject.keywordInterplanetary File System-
dc.subject.keywordPathology-
dc.subject.keywordPicture Archiving and Communication Systems-
dc.subject.keywordSmart contract-
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