S. Love, W. Berg, C. Podilchuk, A. L. López Aldrete, A. G. Mascareno, A. Jairaj, L. Barinov, W. Hulbert, R. Mammone
{"title":"低资源国家的乳腺癌分诊CAD使用低成本超声和最少训练的操作员","authors":"S. Love, W. Berg, C. Podilchuk, A. L. López Aldrete, A. G. Mascareno, A. Jairaj, L. Barinov, W. Hulbert, R. Mammone","doi":"10.1109/HIC.2016.7797736","DOIUrl":null,"url":null,"abstract":"We propose an automated breast cancer triage CAD system using machine vision on low-cost, portable ultrasound imaging devices. We demonstrate that the triage CAD software can effectively analyze images captured by minimally-trained operators and output one of three assessments - benign, probably benign (6-month follow-up recommended) and suspicious (biopsy recommended). This system opens up the possibility of offering practical, cost-effective breast cancer diagnosis for symptomatic women in economically developing countries.","PeriodicalId":333642,"journal":{"name":"2016 IEEE Healthcare Innovation Point-Of-Care Technologies Conference (HI-POCT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Breast cancer triage CAD for low resource countries using low-cost ultrasound and minimally-trained operators\",\"authors\":\"S. Love, W. Berg, C. Podilchuk, A. L. López Aldrete, A. G. Mascareno, A. Jairaj, L. Barinov, W. Hulbert, R. Mammone\",\"doi\":\"10.1109/HIC.2016.7797736\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose an automated breast cancer triage CAD system using machine vision on low-cost, portable ultrasound imaging devices. We demonstrate that the triage CAD software can effectively analyze images captured by minimally-trained operators and output one of three assessments - benign, probably benign (6-month follow-up recommended) and suspicious (biopsy recommended). This system opens up the possibility of offering practical, cost-effective breast cancer diagnosis for symptomatic women in economically developing countries.\",\"PeriodicalId\":333642,\"journal\":{\"name\":\"2016 IEEE Healthcare Innovation Point-Of-Care Technologies Conference (HI-POCT)\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE Healthcare Innovation Point-Of-Care Technologies Conference (HI-POCT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/HIC.2016.7797736\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE Healthcare Innovation Point-Of-Care Technologies Conference (HI-POCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HIC.2016.7797736","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Breast cancer triage CAD for low resource countries using low-cost ultrasound and minimally-trained operators
We propose an automated breast cancer triage CAD system using machine vision on low-cost, portable ultrasound imaging devices. We demonstrate that the triage CAD software can effectively analyze images captured by minimally-trained operators and output one of three assessments - benign, probably benign (6-month follow-up recommended) and suspicious (biopsy recommended). This system opens up the possibility of offering practical, cost-effective breast cancer diagnosis for symptomatic women in economically developing countries.