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Most of them collect the user\u2019s sign information through the edge node and complete the disease prediction and diagnosis function combined with the cloud platform. However, the limited resources prevent the edge node from deploying the corresponding security policy after completing the data collection, storage, and calculation, which makes the edge data easy to be stolen. This paper proposes a security architecture of medical cloud platform based on lightweight algorithm model, which not only satisfies the needs of medical cloud platform to complete disease prediction and diagnosis accurately, but also creates a more secure edge node environment combined with other security strategies and hardware design. Finally, the prediction of cerebrovascular disease is used to verify the effectiveness of the proposed algorithm model.<\/jats:p>","DOI":"10.1155\/2021\/5543714","type":"journal-article","created":{"date-parts":[[2021,6,11]],"date-time":"2021-06-11T18:20:11Z","timestamp":1623435611000},"page":"1-9","source":"Crossref","is-referenced-by-count":3,"title":["Privacy Data Security Policy of Medical Cloud Platform Based on Lightweight Algorithm Model"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7926-3051","authenticated-orcid":true,"given":"JiMin","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Intelligence Equipment, Shandong University of Science and Technology, Tai\u2019an 271000, Shandong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0856-560X","authenticated-orcid":true,"given":"HuiQi","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Intelligence Equipment, Shandong University of Science and Technology, Tai\u2019an 271000, Shandong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4157-9499","authenticated-orcid":true,"given":"Chen","family":"Liu","sequence":"additional","affiliation":[{"name":"State Grid Nanjing Power Supply Company, Nanjing 210000, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1121-7072","authenticated-orcid":true,"given":"QuanQiu","family":"Jia","sequence":"additional","affiliation":[{"name":"School of Taishan Technology, Shandong University of Science and Technology, Tai\u2019an 271000, Shandong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.3390\/s17102302"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-014-1312-9"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/3860146"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2757844"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/HealthCom.2018.8531185"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2016.11.004"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.08.020"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-5225-9863-3.ch005"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.06.043"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013413"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2017.11.018"},{"issue":"4","key":"12","first-page":"1604","article-title":"Understanding the role of internet of things towards smart e-healthcare services","volume":"28","author":"P. 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