Subarna Chatterjee, A. Ray, Rezaul Karim, A. Biswas
{"title":"Micro-calcification detection to characterize malignant breast lesion","authors":"Subarna Chatterjee, A. Ray, Rezaul Karim, A. Biswas","doi":"10.1109/INDCON.2011.6139333","DOIUrl":null,"url":null,"abstract":"Breast cancer is the fifth most common cause of cancer death and most common cancer among women [14]. With advances in screening, diagnosis, and treatment, the death rate for breast cancer has declined by about 20% over the past decade. Micro-calcifications are calcium deposit which can be identified as tiny areas that are slightly brighter than surrounding tissue [13]. In this paper, we propose a micro-calcification detection algorithm in two parts. One is segmentation of the mass or nodule and the other is detection of micro-calcification within the mass. MATLAB has been used for the simulation of this algorithm and the results obtained are presented in this paper.","PeriodicalId":425080,"journal":{"name":"2011 Annual IEEE India Conference","volume":"75 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Annual IEEE India Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INDCON.2011.6139333","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Breast cancer is the fifth most common cause of cancer death and most common cancer among women [14]. With advances in screening, diagnosis, and treatment, the death rate for breast cancer has declined by about 20% over the past decade. Micro-calcifications are calcium deposit which can be identified as tiny areas that are slightly brighter than surrounding tissue [13]. In this paper, we propose a micro-calcification detection algorithm in two parts. One is segmentation of the mass or nodule and the other is detection of micro-calcification within the mass. MATLAB has been used for the simulation of this algorithm and the results obtained are presented in this paper.