{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T09:29:27Z","timestamp":1781083767065,"version":"3.54.1"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/ivcnz.2018.8634733","type":"proceedings-article","created":{"date-parts":[[2019,2,7]],"date-time":"2019-02-07T18:58:41Z","timestamp":1549565921000},"page":"1-6","source":"Crossref","is-referenced-by-count":5,"title":["Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering"],"prefix":"10.1109","author":[{"given":"Siamak","family":"Yousefi","sequence":"first","affiliation":[{"name":"Department of Ophthalmology, University of Tennessee Health Science Center, Memphis, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tobias","family":"Elze","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Harvard University, Boston, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Louis R.","family":"Pasquale","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Boland","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Johns Hopkins University, Baltimore, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-005-0361-3"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/304182.304187"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"560","DOI":"10.1016\/j.procs.2016.04.265","article-title":"DENCLUE-IM: A New Approach for Big Data Clustering","volume":"83","author":"rehioui","year":"2016","journal-title":"Procedia Computer Science"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/ima.20191"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2007.09.038"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2007.09.038"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0161-6420(97)30192-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0161-6420(89)32840-5"},{"key":"ref14","first-page":"153","article-title":"A package for the statistical analysis of visual fields","volume":"49","author":"heijl","year":"1987","journal-title":"Seventh International Visual Field Symposium Amsterdam"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1001\/archopht.1987.01060110090039"},{"key":"ref16","first-page":"2579","article-title":"Visualizing Data using t-SNE","volume":"9","author":"laurens van der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref17","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","author":"martin ester","year":"1996","journal-title":"Knowledge discovery and data mining (KDD)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0085941"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1167\/tvst.5.3.2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-4172-4_9"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2002.802012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0002-9394(02)01577-5"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0190012"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1136\/bjo.81.6.452"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/IJG.0b013e318179f7ca"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1111\/aos.13613","article-title":"Validation of automated screening for referable diabetic retinopathy with the IDx-DR device in the Hoorn Diabetes Care System","volume":"96","author":"van","year":"2018","journal-title":"Acta Ophthalmol"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3109\/08820530009037869"},{"key":"ref7","author":"anderson","year":"1999","journal-title":"Automated Static Perimetry London Mosby"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(04)16257-0"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2014.3192"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.05-0135"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2295605"},{"key":"ref22","article-title":"Recognizing patterns of visual field loss using unsupervised machine learning","volume":"2014","author":"yousefi","year":"2014","journal-title":"Proc SPIE Int Soc Opt Eng"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2014.2314714"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2018.06.007"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2015.09.019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/6874765"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2018.07.005"}],"event":{"name":"2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)","location":"Auckland, New Zealand","start":{"date-parts":[[2018,11,19]]},"end":{"date-parts":[[2018,11,21]]}},"container-title":["2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8625178\/8634645\/08634733.pdf?arnumber=8634733","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,4]],"date-time":"2025-08-04T18:40:48Z","timestamp":1754332848000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8634733\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ivcnz.2018.8634733","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}