{"title":"Optical Coherence Tomography Enabled Classification of the Human Venoatrial Junction","authors":"A. Joasil, Aidan M. Therien, C. Hendon","doi":"10.1364/boda.2023.dth1a.5","DOIUrl":null,"url":null,"abstract":"The venoatrial junction is an important substrate of atrial fibrillation. We showcase that OCT sub-images of the venoatrial junction can be classified as left atrium or pulmonary vein using a deep CNN with high accuracy.","PeriodicalId":111173,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/boda.2023.dth1a.5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The venoatrial junction is an important substrate of atrial fibrillation. We showcase that OCT sub-images of the venoatrial junction can be classified as left atrium or pulmonary vein using a deep CNN with high accuracy.
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