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Blockchain & machine learning based secure personal medical record storage and sharing platform - datablock

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dc.contributor.author Sharmilan, S
dc.contributor.author Farook, C
dc.contributor.editor Sudantha, BH
dc.date.accessioned 2022-11-18T04:00:11Z
dc.date.available 2022-11-18T04:00:11Z
dc.date.issued 2019-12
dc.identifier.citation S. S and C. Farook, "Blockchain & Machine learning Based Secure Personal Medical Record Storage and Sharing Platform - DataBlock," 2019 4th International Conference on Information Technology Research (ICITR), 2019, pp. 1-6, doi: 10.1109/ICITR49409.2019.9407796. en_US
dc.identifier.uri http://dl.lib.uom.lk/handle/123/19557
dc.description.abstract Data is the most important part of machine learning. In the bioinformatics field, the sensitivity of the data is high and due to that, the accessibility of the data for a secondary purpose (e.g.: research) consists of many legal and ethical issues. Due to that in many bioinformatics research collecting the data consume more time than the development phase. There are some researches done to solve the legal and ethical issues by anonymizing the data using encryption, de-identification and perturbation of potentially identifiable attributes. But for some extend those solutions restricted the data breach but on the other hand, anonymized data not performed well during the analysis and mining tasks and some researches done to generate fake data like the real data sets. But those researches not full fill the requirements because of the generated data more restricted to the knowledge of the training data. The evolution of Blockchain provided a secure and trusted way to transfer valuable assets between two unknown parties. This research used Blockchain technology to store and share personal medical data to data scientists. And that will help them to build more accurate and efficient models. It also proposed a machine learning model to predict the authenticity and validity of the personal data based on domain knowledge and the validator's trust percentage. en_US
dc.language.iso en en_US
dc.publisher Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lanka en_US
dc.relation.uri https://ieeexplore.ieee.org/document/9407796 en_US
dc.subject Blockchain en_US
dc.subject Stellar en_US
dc.subject Decentralized en_US
dc.subject Machine learning en_US
dc.subject Algorithm en_US
dc.subject Bio informatics en_US
dc.subject Data en_US
dc.title Blockchain & machine learning based secure personal medical record storage and sharing platform - datablock en_US
dc.type Conference-Full-text en_US
dc.identifier.faculty IT en_US
dc.identifier.department Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa. en_US
dc.identifier.year 2019 en_US
dc.identifier.conference 4th International Conference in Information Technology Research 2019 en_US
dc.identifier.place Colombo,Sri Lanka en_US
dc.identifier.proceeding Proceedings of the 4th International Conference in Information Technology Research 2019 en_US
dc.identifier.doi doi: 10.1109/ICITR49409.2019.9407796. en_US


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    International Conference on Information Technology Research (ICITR)

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