{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T12:59:29Z","timestamp":1791464369736,"version":"4.3.4"},"reference-count":20,"publisher":"Association for Research in Vision and Ophthalmology (ARVO)","issue":"10","license":[{"start":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T00:00:00Z","timestamp":1791417600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Trans. Vis. Sci. Tech."],"published-print":{"date-parts":[[2026,10,8]]},"DOI":"10.1167\/tvst.15.10.9","type":"journal-article","created":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T12:30:49Z","timestamp":1791462649000},"page":"9","source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning\u2013Based Prediction of Albuminuria in Diabetic Patients Using Retinal Microvascular Metrics on Optical Coherence Tomography Angiography"],"prefix":"10.1167","volume":"15","author":[{"given":"Jae Shin","family":"Song","sequence":"first","affiliation":[{"name":"Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shubham","family":"Borghare","sequence":"additional","affiliation":[{"name":"RetiMark R&D Center, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seoyoon","family":"Choi","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sang Jun","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Soo","family":"Lim","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sejoong","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Se Joon","family":"Woo","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"27","reference":[{"key":"bib1","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.diabres.2018.02.023","article-title":"IDF Diabetes Atlas: global estimates of diabetes prevalence for 2017 and projections for 2045","volume":"138","author":"Cho","year":"2018","journal-title":"Diabetes Res Clin Pract"},{"issue":"2","key":"bib2","doi-asserted-by":"publisher","first-page":"117","DOI":"10.2174\/1570161117666190502103733","article-title":"Microvascular complications of type 2 diabetes mellitus","volume":"18","author":"Faselis","year":"2020","journal-title":"Curr Vasc Pharmacol"},{"key":"bib3","doi-asserted-by":"crossref","first-page":"8637138","DOI":"10.1155\/2017\/8637138","article-title":"Classification and differential diagnosis of diabetic nephropathy","volume":"2017","author":"Qi","year":"2017","journal-title":"J Diabetes Res"},{"issue":"7","key":"bib4","doi-asserted-by":"publisher","first-page":"665","DOI":"10.3390\/jpm11070665","article-title":"Retinal vascular signs as screening and prognostic factors for chronic kidney disease: a systematic review and meta-analysis of current evidence","volume":"11","author":"Aronov","year":"2021","journal-title":"J Pers Med"},{"issue":"4","key":"bib5","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/j.jdiacomp.2018.01.011","article-title":"Clustering of microvascular complications in type 1 diabetes mellitus","volume":"32","author":"Bjerg","year":"2018","journal-title":"J Diabetes Complications"},{"issue":"3","key":"bib6","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1007\/s00125-012-2796-6","article-title":"Diabetic retinopathy in predicting diabetic nephropathy in patients with type 2 diabetes and renal disease: a meta-analysis","volume":"56","author":"He","year":"2013","journal-title":"Diabetologia"},{"issue":"1","key":"bib7","doi-asserted-by":"publisher","first-page":"46","DOI":"10.3341\/kjo.2018.0034","article-title":"Diabetic nephropathy in type 2 diabetic retinopathy requiring panretinal photocoagulation","volume":"33","author":"Ha","year":"2019","journal-title":"Korean J Ophthalmol"},{"issue":"4","key":"bib8","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1177\/1535370219899893","article-title":"Quantitative optical coherence tomography angiography: a review","volume":"245","author":"Yao","year":"2020","journal-title":"Exp Biol Med (Maywood)"},{"key":"bib9","doi-asserted-by":"publisher","first-page":"1497449","DOI":"10.1155\/2021\/1497449","article-title":"Diabetic nephropathy: challenges in pathogenesis, diagnosis, and treatment","volume":"2021","author":"Samsu","year":"2021","journal-title":"Biomed Res Int"},{"issue":"1","key":"bib10","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1111\/jdi.12023","article-title":"Microalbuminuria and diabetic retinopathy in type 2 diabetic patients: from risk association to risk prediction","volume":"4","author":"Chang","year":"2013","journal-title":"J Diabetes Investig"},{"issue":"3","key":"bib11","doi-asserted-by":"publisher","first-page":"e0295768","DOI":"10.1371\/journal.pone.0295768","article-title":"Association between albuminuria and retinal microvascular parameters measured with swept-source optical coherence tomography angiography in patients with diabetic retinopathy","volume":"19","author":"Kim","year":"2024","journal-title":"PLoS One"},{"key":"bib12","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1186\/1471-2415-4-9","article-title":"Retinopathy and microalbuminuria in type II diabetic patients","volume":"4","author":"Manaviat","year":"2004","journal-title":"BMC Ophthalmol"},{"issue":"4","key":"bib13","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1167\/tvst.12.4.19","article-title":"Optical coherence tomography angiography biomarkers in Thai patients with diabetic nephropathy: a Diabetic Eye and Kidney Diseases (DEK-D) Study","volume":"12","author":"Surawatsatien","year":"2023","journal-title":"Transl Vis Sci Technol"},{"issue":"1","key":"bib14","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1053\/j.ajkd.2019.06.009","article-title":"Change in albuminuria and GFR as end points for clinical trials in early stages of CKD: a scientific workshop sponsored by the National Kidney Foundation in Collaboration with the US Food and Drug Administration and European Medicines Agency","volume":"75","author":"Levey","year":"2020","journal-title":"Am J Kidney Dis"},{"issue":"10","key":"bib15","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1167\/tvst.13.10.19","article-title":"Artificial intelligence-assisted perfusion density as biomarker for screening diabetic nephropathy","volume":"13","author":"Xie","year":"2024","journal-title":"Transl Vis Sci Technol"},{"issue":"1","key":"bib16","doi-asserted-by":"publisher","first-page":"197","DOI":"10.3390\/jcm11010197","article-title":"Optical coherence tomography angiography in type 1 diabetes mellitus\u2014report 2: diabetic kidney disease","volume":"11","author":"Al\u00e9-Chilet","year":"2021","journal-title":"J Clin Med"},{"issue":"14","key":"bib17","doi-asserted-by":"publisher","first-page":"1732","DOI":"10.3390\/diagnostics15141732","article-title":"Multimodal imaging of diabetic retinopathy: insights from optical coherence tomography angiography and adaptive optics","volume":"15","author":"Mirescu","year":"2025","journal-title":"Diagnostics (Basel)"},{"issue":"22","key":"bib18","doi-asserted-by":"publisher","first-page":"1636","DOI":"10.1056\/NEJM199611283352203","article-title":"Development and progression of renal disease in Pima Indians with non-insulin-dependent diabetes mellitus. Diabetic Renal Disease Study Group","volume":"335","author":"Nelson","year":"1996","journal-title":"N Engl J Med"},{"issue":"4","key":"bib19","doi-asserted-by":"publisher","first-page":"1023","DOI":"10.1681\/ASN.2016060666","article-title":"Glomerular hyperfiltration in diabetes: mechanisms, clinical significance, and treatment","volume":"28","author":"Tonneijck","year":"2017","journal-title":"J Am Soc Nephrol"},{"key":"bib20","doi-asserted-by":"publisher","first-page":"104099","DOI":"10.1016\/j.pdpdt.2024.104099","article-title":"Optical coherence tomography angiography for the differentiation of diabetic nephropathy from non-diabetic renal disease","volume":"46","author":"Lin","year":"2024","journal-title":"Photodiagnosis Photodyn Ther"}],"container-title":["Translational Vision Science &amp; Technology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/tvst.arvojournals.org\/article.aspx?doi=10.1167\/tvst.15.10.9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T12:30:51Z","timestamp":1791462651000},"score":1,"resource":{"primary":{"URL":"http:\/\/tvst.arvojournals.org\/article.aspx?doi=10.1167\/tvst.15.10.9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10,8]]},"references-count":20,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2026,10,5]]}},"URL":"https:\/\/doi.org\/10.1167\/tvst.15.10.9","relation":{},"ISSN":["2164-2591"],"issn-type":[{"value":"2164-2591","type":"print"}],"subject":[],"published":{"date-parts":[[2026,10,8]]}}}