{"title":"光学相干断层扫描对人静脉心房连接处的分类","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":"{\"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}","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}
Optical Coherence Tomography Enabled Classification of the Human Venoatrial Junction
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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