S. Saito, Hiroaki Nakamura, T. Kenmotsu, Y. Oya, Y. Hatano, Y. Tamura, Susumu Fujiwara, H. Ohtani
{"title":"自动测量DNA断裂数的图像处理方法","authors":"S. Saito, Hiroaki Nakamura, T. Kenmotsu, Y. Oya, Y. Hatano, Y. Tamura, Susumu Fujiwara, H. Ohtani","doi":"10.15748/jasse.8.173","DOIUrl":null,"url":null,"abstract":". The number of double - strand breaks can be evaluated from the change of average DNA length. The average DNA length is measured by the single - molecule observation method using fluorescence microscope. The measurement of DNA length in the microscope images is done manually by experienced operators and it is time consuming in many experi-ments. An image processing method using OpenCV library to measure length of DNA in fluorescence microscope images is developed in this paper. An automation of measurement using deep learning is also proposed.","PeriodicalId":41942,"journal":{"name":"Journal of Advanced Simulation in Science and Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.4000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Image processing method for automatic measurement of number of DNA breaks\",\"authors\":\"S. Saito, Hiroaki Nakamura, T. Kenmotsu, Y. Oya, Y. Hatano, Y. Tamura, Susumu Fujiwara, H. Ohtani\",\"doi\":\"10.15748/jasse.8.173\",\"DOIUrl\":null,\"url\":null,\"abstract\":\". The number of double - strand breaks can be evaluated from the change of average DNA length. The average DNA length is measured by the single - molecule observation method using fluorescence microscope. The measurement of DNA length in the microscope images is done manually by experienced operators and it is time consuming in many experi-ments. An image processing method using OpenCV library to measure length of DNA in fluorescence microscope images is developed in this paper. An automation of measurement using deep learning is also proposed.\",\"PeriodicalId\":41942,\"journal\":{\"name\":\"Journal of Advanced Simulation in Science and Engineering\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.4000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Advanced Simulation in Science and Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15748/jasse.8.173\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Advanced Simulation in Science and Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15748/jasse.8.173","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
Image processing method for automatic measurement of number of DNA breaks
. The number of double - strand breaks can be evaluated from the change of average DNA length. The average DNA length is measured by the single - molecule observation method using fluorescence microscope. The measurement of DNA length in the microscope images is done manually by experienced operators and it is time consuming in many experi-ments. An image processing method using OpenCV library to measure length of DNA in fluorescence microscope images is developed in this paper. An automation of measurement using deep learning is also proposed.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
