视网膜光学相干断层扫描图像分割与分类研究进展

2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML) Pub Date : 2021-07-16 DOI:10.1109/PRML52754.2021.9520706

Zhijun Gao, Jian Wang, Xingle Wang, Xichao Dong, Yi Li

{"title":"视网膜光学相干断层扫描图像分割与分类研究进展","authors":"Zhijun Gao, Jian Wang, Xingle Wang, Xichao Dong, Yi Li","doi":"10.1109/PRML52754.2021.9520706","DOIUrl":null,"url":null,"abstract":"Optical coherence tomography (OCT) is one of the important auxiliary tools for ophthalmologists to screen and diagnose human retinal diseases. In this paper, from three aspects: the segmentation method of retinal OCT image macular edema, the segmentation method of retinal layer and the classification method of retinal macular degeneration. Firstly, the current representative research methods are classified, and then summarized and discussed. Finally, the current problems in OCT medical image processing are briefly summarized and prospected.","PeriodicalId":429603,"journal":{"name":"2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Review of Segmentation and Classification for Retinal Optical Coherence Tomography Images\",\"authors\":\"Zhijun Gao, Jian Wang, Xingle Wang, Xichao Dong, Yi Li\",\"doi\":\"10.1109/PRML52754.2021.9520706\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Optical coherence tomography (OCT) is one of the important auxiliary tools for ophthalmologists to screen and diagnose human retinal diseases. In this paper, from three aspects: the segmentation method of retinal OCT image macular edema, the segmentation method of retinal layer and the classification method of retinal macular degeneration. Firstly, the current representative research methods are classified, and then summarized and discussed. Finally, the current problems in OCT medical image processing are briefly summarized and prospected.\",\"PeriodicalId\":429603,\"journal\":{\"name\":\"2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML)\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PRML52754.2021.9520706\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PRML52754.2021.9520706","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

光学相干断层扫描(OCT)是眼科医生筛查和诊断人类视网膜疾病的重要辅助工具之一。本文从视网膜OCT图像黄斑水肿的分割方法、视网膜层的分割方法和视网膜黄斑变性的分类方法三个方面进行了研究。首先对目前具有代表性的研究方法进行分类，然后进行总结和讨论。最后，对目前OCT医学图像处理中存在的问题进行了简要总结和展望。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

A Review of Segmentation and Classification for Retinal Optical Coherence Tomography Images

Optical coherence tomography (OCT) is one of the important auxiliary tools for ophthalmologists to screen and diagnose human retinal diseases. In this paper, from three aspects: the segmentation method of retinal OCT image macular edema, the segmentation method of retinal layer and the classification method of retinal macular degeneration. Firstly, the current representative research methods are classified, and then summarized and discussed. Finally, the current problems in OCT medical image processing are briefly summarized and prospected.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML)

自引率

0.00%

发文量