{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,11]],"date-time":"2026-09-11T15:26:10Z","timestamp":1789140370289,"version":"build-2803163510"},"reference-count":22,"publisher":"SAGE Publications","issue":"1_suppl","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Technology and Health Care"],"published-print":{"date-parts":[[2018,1]]},"abstract":"<jats:sec>\n                    <jats:title>BACKGROUND:<\/jats:title>\n                    <jats:p>Magnesium ion, as important cation in the human body, involved in various enzymatic reactions, glucose transport and insulin release. Now diabetes mellitus and diabetic complications have become important public health problems around the world.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>OBJECTIVE:<\/jats:title>\n                    <jats:p>This paper explores the association between concentration levels of serum magnesium and common complications and comorbidities of diabetes mellitus and other biochemical indexes.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>METHODS:<\/jats:title>\n                    <jats:p>There are 1217 eligible patients selected from 14,317 cases of diabetic hospitalization patients from January 2010 to December 2011. Random forest algorithm was applied to assess the importance of various biochemical indexes and to perform diabetic complications prediction.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>RESULTS:<\/jats:title>\n                    <jats:p>The research results showed that low concentration of serum magnesium and four common diabetic complications \u2013 diabetic retinopathy, diabetic nephropathy, diabetic neuropathy and diabetic macroangiopathy \u2013 exists association, but no obvious correlation with other comorbidities like hypertension.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>CONCLUSIONS:<\/jats:title>\n                    <jats:p>The specific factors of four common diabetic complications were selected from the biochemical indexes to provide a reference direction for further research.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3233\/thc-174702","type":"journal-article","created":{"date-parts":[[2018,5,11]],"date-time":"2018-05-11T12:04:25Z","timestamp":1526040265000},"page":"379-387","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":38,"title":["Association between serum magnesium and common complications of diabetes mellitus"],"prefix":"10.1177","volume":"26","author":[{"given":"Yiyan","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Biomedical Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qin","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Xin","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiqi","family":"Lv","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuanbin","family":"Ge","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, School of Life Science, Beijing Institute of Technology, Beijing 100081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2018,1,1]]},"reference":[{"key":"bibr1-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsx.2010.12.003"},{"issue":"7","key":"bibr2-THC-174702","first-page":"751","volume":"15","author":"Tu, Y.F.","year":"2012","journal-title":"Chinese General Practice"},{"key":"bibr3-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.nut.2015.02.019"},{"issue":"3","key":"bibr4-THC-174702","first-page":"5","volume":"40","author":"Fu, Y.Y.","year":"2012","journal-title":"Academic Journal of Guangzhou Medical College"},{"key":"bibr5-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.abb.2006.05.007"},{"key":"bibr6-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsx.2014.04.024"},{"key":"bibr7-THC-174702","unstructured":"Medical Administration Department of Ministry of Public Health, P. R. C. National Guide to Clinical Laboratory Procedures. Southeast University Press: Nanjing; 2004."},{"issue":"1","key":"bibr8-THC-174702","first-page":"1","volume":"2","author":"Dong, S.S.","year":"2013","journal-title":"Journal of Integration Technology"},{"key":"bibr9-THC-174702","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"bibr10-THC-174702","first-page":"307","author":"Qi, Y.","year":"2012","journal-title":"Ensemble Machine Learning"},{"key":"bibr11-THC-174702","doi-asserted-by":"publisher","DOI":"10.1038\/srep13058"},{"key":"bibr12-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2015.10.005"},{"key":"bibr13-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcmed.2005.01.004"},{"key":"bibr14-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/0895-4356(94)00200-A"},{"key":"bibr15-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.clnu.2010.12.011"},{"key":"bibr16-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabet.2015.03.010"},{"issue":"13","key":"bibr17-THC-174702","first-page":"9","volume":"11","author":"Xiang, M.","year":"2014","journal-title":"China Medical Herald"},{"issue":"3","key":"bibr18-THC-174702","first-page":"219","volume":"28","author":"Zhu, H.","year":"2012","journal-title":"Chinese Journal of Ocular Fundus Diseases"},{"issue":"36","key":"bibr19-THC-174702","first-page":"9","author":"Sun, R.","year":"2012","journal-title":"Guide of China Medicine"},{"key":"bibr20-THC-174702","doi-asserted-by":"publisher","DOI":"10.1007\/s40620-014-0140-6"},{"key":"bibr21-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/j.clnu.2006.03.003"},{"key":"bibr22-THC-174702","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-2997(02)00090-0"}],"container-title":["Technology and Health Care"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/THC-174702","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/THC-174702","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/THC-174702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:42:29Z","timestamp":1777614149000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/THC-174702"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":22,"journal-issue":{"issue":"1_suppl","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["10.3233\/THC-174702"],"URL":"https:\/\/doi.org\/10.3233\/thc-174702","relation":{},"ISSN":["0928-7329","1878-7401"],"issn-type":[{"value":"0928-7329","type":"print"},{"value":"1878-7401","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1]]}}}