{"title":"监督学习:训练如何在光声图像中检测微血管","authors":"R. Chowdhary, Junjie Yao","doi":"10.1364/BODA.2019.JT4A.41","DOIUrl":null,"url":null,"abstract":"Vessel segmentation algorithms in photoacoustic images suffer from discontinued vessels. We developed a supervised learning algorithm that determines vessels and non-vessels. Our results indicated our algorithm can determine more microvasculature.","PeriodicalId":8973,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)","volume":"124 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Supervised Learning: How Training Detects Microvasculature in Photoacoustic Images\",\"authors\":\"R. Chowdhary, Junjie Yao\",\"doi\":\"10.1364/BODA.2019.JT4A.41\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Vessel segmentation algorithms in photoacoustic images suffer from discontinued vessels. We developed a supervised learning algorithm that determines vessels and non-vessels. Our results indicated our algorithm can determine more microvasculature.\",\"PeriodicalId\":8973,\"journal\":{\"name\":\"Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)\",\"volume\":\"124 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1364/BODA.2019.JT4A.41\",\"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 Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/BODA.2019.JT4A.41","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Supervised Learning: How Training Detects Microvasculature in Photoacoustic Images
Vessel segmentation algorithms in photoacoustic images suffer from discontinued vessels. We developed a supervised learning algorithm that determines vessels and non-vessels. Our results indicated our algorithm can determine more microvasculature.
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