{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:44:26Z","timestamp":1777704266327,"version":"3.51.4"},"reference-count":20,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2020,1,20]],"date-time":"2020-01-20T00:00:00Z","timestamp":1579478400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2020,4,30]]},"abstract":"<jats:p>In China, moyamoya disease is one of the main causes of stroke events in children and adults. Early diagnosis and early treatment can prevent irreversible damage to nerve function and greatly improve the quality of life of patients. Based on the improved sparse Bayesian low-dose CT image blind restoration algorithm, moyamoya disease diagnosis and treatment has important application value guidance and evaluation Cheng, through the retrospective analysis of the clinical characteristics, imaging characteristics and treatment of 105 patients with moyamoya disease diagnosed by Blind image restoration algorithm based on improved sparse Bayesian low dose CT from April 2012 to November 2015 in a hospital in Hefei City, we think that CT angiography has important application value in the diagnosis and treatment of moyamoya disease, and we can draw a conclusion. Among these 105 patients, women are the majority. The ratio of male to female was 1:1.188, and the peak period was 30\u2013 40 years old. There were 41 cases of ischemic stroke and 64 cases of hemorrhagic stroke. 29 patients underwent STA-MCA bypass, temporal muscle compression and dural reversal. Blind image restoration algorithm based on improved sparse Bayesian low dose CT was reexamined. The results of Blind image restoration algorithm based on improved sparse Bayesian low dose CT and DSA were the same. It can be seen that Blind image restoration algorithm based on improved sparse Bayesian low dose CT is a reliable method to diagnose moyamoya disease, which can be used as a preoperative guidance and postoperative evaluation of bypass vessel patency and collateral circulation formation.<\/jats:p>","DOI":"10.3233\/jifs-179610","type":"journal-article","created":{"date-parts":[[2020,1,21]],"date-time":"2020-01-21T12:26:43Z","timestamp":1579609603000},"page":"3867-3875","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Blind image restoration algorithm based on improved sparse Bayesian low dose CT"],"prefix":"10.1177","volume":"38","author":[{"given":"Xiaopei","family":"Liu","sequence":"first","affiliation":[{"name":"School of Microelectronics, Tianjin University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianfu","family":"Teng","sequence":"additional","affiliation":[{"name":"School of Microelectronics, Tianjin University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2020,1,20]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1046\/j.1440-1789.2000.00300.x"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra0804622"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(08)70240-0"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra0804622"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.3171\/2014.10.JNS132369"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1161\/01.STR.31.4.930"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.2007.130666"},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1038\/jhg.2010.132"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0022542"},{"key":"e_1_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00381-006-0089-4"},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.wneu.2015.01.016"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.3340\/jkns.2015.57.6.432"},{"key":"e_1_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1161\/STROKEAHA.111.616466"},{"key":"e_1_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1111\/ene.12702"},{"key":"e_1_3_2_16_2","unstructured":"FanW. BailinD.U. and ChangY. Clinical Features and DSA Appearances of Moyamoya Disease. Journal of Clinical Radiology 2009."},{"key":"e_1_3_2_17_2","unstructured":"Hai-HuaY.U. Ya-KunW.U. and FengK. The Comparison of the Diagnostic Value of MRI MRA and DSA for Moyamoya Disease Chinese Journal of Neuroimmunology & Neurology 2008."},{"issue":"12","key":"e_1_3_2_18_2","first-page":"1694","article-title":"Analyses of Transcranial Doppler, Color Doppler Ultrasonography and DSA on Diagnosis of Moyamoya Disease","volume":"19","author":"Zhang X.Z.","year":"2013","unstructured":"ZhangX.Z., JianL.V. and Xue-HongM.O., Analyses of Transcranial Doppler, Color Doppler Ultrasonography and DSA on Diagnosis of Moyamoya Disease, Chinese Journal of Medical Imaging Technology 19(12) (2013), 1694\u20131696.","journal-title":"Chinese Journal of Medical Imaging Technology"},{"key":"e_1_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1159\/000369524"},{"key":"e_1_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.7150\/ijms.10837"},{"key":"e_1_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.3171\/2014.10.JNS14231"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-179610","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/JIFS-179610","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-179610","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:40:49Z","timestamp":1777455649000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/JIFS-179610"}},"subtitle":[],"editor":[{"given":"Weiping","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2020,1,20]]},"references-count":20,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,4,30]]}},"alternative-id":["10.3233\/JIFS-179610"],"URL":"https:\/\/doi.org\/10.3233\/jifs-179610","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1,20]]}}}