{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,11]],"date-time":"2025-04-11T22:44:11Z","timestamp":1744411451355},"reference-count":27,"publisher":"Association for Research in Vision and Ophthalmology (ARVO)","issue":"8","license":[{"start":{"date-parts":[[2022,8,30]],"date-time":"2022-08-30T00:00:00Z","timestamp":1661817600000},"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":[[2022,8,30]]},"DOI":"10.1167\/tvst.11.8.30","type":"journal-article","created":{"date-parts":[[2022,8,30]],"date-time":"2022-08-30T13:30:57Z","timestamp":1661866257000},"page":"30","source":"Crossref","is-referenced-by-count":5,"title":["Development of Cumulative Order-Preserving Image Transformation Based Variational Autoencoder for Anterior Segment Optical Coherence Tomography Images"],"prefix":"10.1167","volume":"11","author":[{"given":"Kilhwan","family":"Shon","sequence":"first","affiliation":[{"name":"Department of Ophthalmology, Gangneung Asan Hospital, Gangneung, Korea"},{"name":"Asan Artificial Intelligence Institute, Hwaseong-si, Gyeonggi-do, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyung Rim","family":"Sung","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, College of Medicine, University of Ulsan, Asan Medical Center, Seoul, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiehoon","family":"Kwak","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, College of Medicine, University of Ulsan, Asan Medical Center, Seoul, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joo Yeon","family":"Lee","sequence":"additional","affiliation":[{"name":"Camp 9 Orthopedic Clinic, Hwaseong-si, Gyeonggi-do, Korea"},{"name":"Asan Artificial Intelligence Institute, Hwaseong-si, Gyeonggi-do, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joong Won","family":"Shin","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, College of Medicine, University of Ulsan, Asan Medical Center, Seoul, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"27","reference":[{"key":"bib1","doi-asserted-by":"publisher","first-page":"231","DOI":"10.3390\/jcm10020231","article-title":"The use of anterior-segment optical-coherence tomography for the assessment of the iridocorneal angle and its alterations: update and current evidence","volume":"10","author":"Triolo","year":"2021","journal-title":"J Clin Med"},{"key":"bib2","doi-asserted-by":"publisher","first-page":"848","DOI":"10.1167\/iovs.12-10391","article-title":"A hierarchical cluster analysis of primary angle closure classification using anterior segment optical coherence tomography parameters","volume":"54","author":"Baek","year":"2013","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"bib3","doi-asserted-by":"publisher","first-page":"1039","DOI":"10.1016\/j.ophtha.2017.02.025","article-title":"Subclassification of primary angle closure using anterior segment optical coherence tomography and ultrasound biomicroscopic parameters","volume":"124","author":"Kwon","year":"2017","journal-title":"Ophthalmology"},{"key":"bib4","doi-asserted-by":"publisher","first-page":"6795","DOI":"10.1167\/iovs.14-14714","article-title":"Outcomes of laser peripheral iridotomy in angle closure subgroups according to anterior segment optical coherence tomography parameters","volume":"55","author":"Han","year":"2014","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"bib5","doi-asserted-by":"publisher","first-page":"693","DOI":"10.1167\/iovs.11-8389","article-title":"Dynamic changes in anterior segment (AS) parameters in eyes with primary angle closure (PAC) and PAC glaucoma and open-angle eyes assessed using as optical coherence tomography","volume":"53","author":"Lee","year":"2012","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"bib6","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.ajo.2018.04.005","article-title":"Long-term changes in anterior segment characteristics of eyes with different primary angle-closure mechanisms","volume":"191","author":"Kwon","year":"2018","journal-title":"Am J Ophthalmol"},{"issue":"7","key":"bib7","doi-asserted-by":"publisher","first-page":"e0199157","DOI":"10.1371\/journal.pone.0199157","article-title":"Classification of primary angle closure spectrum with hierarchical cluster analysis","volume":"13","author":"Moghimi","year":"2018","journal-title":"PLoS One"},{"issue":"2","key":"bib8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1167\/tvst.9.2.18","article-title":"Deep neural network for scleral spur detection in anterior segment OCT images: the Chinese American eye study","volume":"9","author":"Xu","year":"2020","journal-title":"Transl Vis Sci Technol"},{"issue":"1","key":"bib9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1167\/tvst.10.1.7","article-title":"Deep learning for anterior segment optical coherence tomography to predict the presence of plateau iris","volume":"10","author":"Wanichwecharungruang","year":"2021","journal-title":"Transl Vis Sci Technol"},{"key":"bib10","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.ajo.2019.02.028","article-title":"A deep learning system for automated angle-closure detection in anterior segment optical coherence tomography images","volume":"203","author":"Fu","year":"2019","journal-title":"Am J Ophthalmol"},{"key":"bib11","doi-asserted-by":"publisher","first-page":"101956","DOI":"10.1016\/j.media.2021.101956","article-title":"Angle-closure assessment in anterior segment OCT images via deep learning","volume":"69","author":"Hao","year":"2021","journal-title":"Med Image Anal"},{"key":"bib12","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1136\/bjophthalmol-2019-315723","article-title":"Deep learning algorithms to isolate and quantify the structures of the anterior segment in optical coherence tomography images","volume":"105","author":"Pham","year":"2021","journal-title":"Br J Ophthalmol"},{"key":"bib13","doi-asserted-by":"publisher","first-page":"605","DOI":"10.1146\/psych.2002.53.issue-1","article-title":"Latent variable in psychology and social sciences","volume":"53","author":"Bollen","year":"2002","journal-title":"Ann Rev Psychol"},{"issue":"2","key":"bib15","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1167\/tvst.11.2.11","article-title":"Development of a \u00df-variational autoencoder for disentangled latent space representation of anterior segment optical coherence tomography images","volume":"11","author":"Shon","year":"2022","journal-title":"Transl Vis Sci Technol"},{"key":"bib16","first-page":"2017","article-title":"Spatial transformer networks","volume":"2015","author":"Jaderberg","year":"2015","journal-title":"Adv Neural Inf Process Syst"},{"key":"bib17","first-page":"16591","article-title":"U-Net: convolutional networks for biomedical image segmentation","volume":"9","author":"Ronneberger","year":"2015","journal-title":"IEEE Access"},{"key":"bib23","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1001\/archophthalmol.2007.46","article-title":"Assessment of the scleral spur in anterior segment optical coherence tomography images","volume":"126","author":"Sakata","year":"2008","journal-title":"Arch Ophthalmol"},{"key":"bib24","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1038\/nmeth.2019","article-title":"Fiji: an open-source platform for biological-image analysis","volume":"9","author":"Schindelin","year":"2012","journal-title":"Nat Methods"},{"key":"bib25","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1007\/s10384-011-0009-3","article-title":"Residual anterior chamber angle closure in narrow-angle eyes following laser peripheral iridotomy: anterior segment optical coherence tomography quantitative study","volume":"55","author":"Lee","year":"2011","journal-title":"Jpn J Ophthalmol"},{"key":"bib26","doi-asserted-by":"publisher","first-page":"693","DOI":"10.1167\/iovs.11-8389","article-title":"Dynamic changes in anterior segment (AS) parameters in eyes with primary angle closure (PAC) and PAC glaucoma and open-angle eyes assessed using as optical coherence tomography","volume":"53","author":"Lee","year":"2012","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"bib27","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1109\/34.24792","article-title":"Principal Warps: Thin-Plate Splines and the Decomposition of Deformations","volume":"11","author":"Bookstein","year":"1989","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"bib14","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1109\/UBMK.2018.8566353","article-title":"Recent trends in deep generative models: a review","volume-title":"2018 3rd International Conference on Computer Science and Engineering (UBMK)","author":"Turhan","year":"2018"},{"key":"bib18","first-page":"2988","article-title":"Linearized multi-sampling for differentiable image transformation","volume-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision","author":"Jiang","year":"2019"},{"key":"bib19","first-page":"1","article-title":"Auto-encoding variational bayes","volume-title":"2nd International Conference on Learning Representations, ICLR 2014 - Conference Track Proceedings","author":"Kingma","year":"2014"},{"key":"bib20","first-page":"1","article-title":"Auto-encoding variational Bayes","volume-title":"2nd International Conference on Learning Representations, ICLR 2014 - Conference Track Proceedings","author":"Kingma","year":"2014"},{"key":"bib21","article-title":"Metric distances derived from cosine similarity and Pearson and Spearman correlations","author":"van Dongen"},{"key":"bib22","article-title":"Beta-VAE: learning basic visual concepts with a constrained variational framework","author":"Higgins"}],"container-title":["Translational Vision Science &amp; Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/tvst.arvojournals.org\/article.aspx?articleid=2783612","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,30]],"date-time":"2022-08-30T13:31:05Z","timestamp":1661866265000},"score":1,"resource":{"primary":{"URL":"https:\/\/tvst.arvojournals.org\/article.aspx?articleid=2783612"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,30]]},"references-count":27,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2022,8,1]]}},"URL":"https:\/\/doi.org\/10.1167\/tvst.11.8.30","relation":{},"ISSN":["2164-2591"],"issn-type":[{"value":"2164-2591","type":"print"}],"subject":[],"published":{"date-parts":[[2022,8,30]]}}}