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Presenting a Simplified Assistant Tool for Breast Cancer Diagnosis in Mammography to Radiologists

机译：向放射科医生介绍用于乳腺X射线摄影术的乳腺癌诊断的简化辅助工具

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This paper proposes a method to simplify a computational model from logistic regression for clinical use without computer. The model was built using human interpreted featrues including some BI-RADS standardized features for diagnosing the malignant masses. It was compared with the diagnosis using only assessment categorization from BI-RADS. The research aims at assisting radiologists to diagnose the malignancy of breast cancer in a way without using automated computer aided diagnosis system.

机译：本文提出了一种无需计算机即可从临床应用的逻辑回归简化计算模型的方法。该模型是使用人类解释的特征构建而成的，其中包括一些用于诊断恶性肿块的BI-RADS标准化功能。仅使用BI-RADS的评估分类将其与诊断进行比较。这项研究旨在以无需使用自动计算机辅助诊断系统的方式帮助放射科医生诊断乳腺癌的恶性程度。

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来源
《Medical biometrics》|2010年|p.363-372|共10页
会议地点 Hong Kong(CN);Hong Kong(CN)
作者
Ping Zhang; Jenny Doust; Kuldeep Kumar;
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作者单位

Faculty of Health Sciences and Medicine, Bond University Gold Coast, Australia;

Faculty of Health Sciences and Medicine, Bond University Gold Coast, Australia;

Faculty of Business, Technology and Sustainable Development, Bond UniversityGold Coast, Australia;

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会议组织
原文格式 PDF
正文语种 eng
中图分类生物医学工程;
关键词
breast cancer diagnosis; mammography; logistic regression; simplified model;

机译：乳腺癌诊断；乳腺摄影逻辑回归简化模型;

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专利

1. Computer-aided diagnosis: radiologists' "second opinion" in breast cancer diagnosis on mammography. [J] . Zhou C The Indian journal of medical research. . 2006,第2期

机译：计算机辅助诊断：放射线专家在乳房X线照相术诊断中的“第二意见”。
2. Can high school students help to improve breast radiologists in detecting missed breast cancer lesions on full-field digital mammography? [J] . T.J.A. van Nijnatten, M.L. Smidt, B. Goorts, Journal of Cancer . 2019,第3期

机译：高中生能否在全视野数字化X线摄影术上帮助提高乳房放射科医生发现乳腺癌遗漏的病灶？
3. Breast cancer detection: radiologists' performance using mammography with and without automated whole-breast ultrasound. [J] . Kelly KM, Dean J, Lee SJ, European radiology . 2010,第11期

机译：乳腺癌检测：放射线技师在有或没有自动全乳超音波的情况下使用乳腺X线摄影的表现。
4. Presenting a Simplified Assistant Tool for Breast Cancer Diagnosis in Mammography to Radiologists [C] . Ping Zhang, Jenny Doust, Kuldeep Kumar International Conference on Medical Biometrics . 2010

机译：提出一种简化的乳腺癌乳腺癌患者乳腺癌诊断到放射科医师
5. Distance to mammography facilities as a predictor of breast cancer screening and stage at diagnosis. [D] . Rahman, Selina. 2005

机译：到乳房X线照相设备的距离，可以预测乳腺癌的筛查和诊断阶段。
6. Recommendations for breast imaging follow-up of women with a previous history of breast cancer: position paper from the Italian Group for Mammography Screening (GISMa) and the Italian College of Breast Radiologists (ICBR) by SIRM [O] . Lauro Bucchi, Paolo Belli, Eva Benelli, -1

机译：对有乳腺癌史的女性进行乳房成像随访的建议：SIRM的意大利乳腺钼靶筛查小组（GISMa）和意大利乳腺放射学家学院（ICBR）的立场文件
7. Presenting a simplified assistant tool for breast cancer diagnosis in mammography to radiologists [O] . Zhang, Ping, Doust, Jenny, Kumar, Kuldeep 2010

机译：向放射科医生介绍用于乳房X光检查的乳腺癌诊断的简化辅助工具
8. Quantitative Digital Tomosynthesis Mammography for Improved Breast Cancer Detection and Diagnosis; Annual summary, 1 Apr 2007-31 Mar 2008 [R] . Zhang, Y. 2008

机译：用于改进乳腺癌检测和诊断的定量数字断层合成乳腺摄影术;年度总结，2007年4月1日至2008年3月31日

Presenting a Simplified Assistant Tool for Breast Cancer Diagnosis in Mammography to Radiologists

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