New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence

Gao Yiming; Geras Krzysztof J.; Lewin Alana A.; Moy Linda

首页> 外文期刊>AJR: American Journal of Roentgenology : Including Diagnostic Radiology, Radiation Oncology, Nuclear Medicine, Ultrasonography and Related Basic Sciences >New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence

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New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence

机译：新边疆：人工智能时代乳房成像的计算机辅助诊断更新

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OBJECTIVE. The purpose of this article is to compare traditional versus machine learning-based computer-aided detection (CAD) platforms in breast imaging with a focus on mammography, to underscore limitations of traditional CAD, and to highlight potential solutions in new CAD systems under development for the future.

机译：客观的。本文的目的是将乳房成像中的传统与机器学习的计算机辅助检测（CAD）平台进行比较，重点在乳房X线摄影，强调传统CAD的局限性，并突出显示新的CAD系统中的潜在解决方案未来。

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来源
《AJR: American Journal of Roentgenology : Including Diagnostic Radiology, Radiation Oncology, Nuclear Medicine, Ultrasonography and Related Basic Sciences》 |2019年第2期|共8页
作者
Gao Yiming; Geras Krzysztof J.; Lewin Alana A.; Moy Linda;
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作者单位

NYU Sch Med Dept Radiol 160 E 34th St New York NY 10016 USA;

NYU Sch Med Dept Radiol Ctr Biomed Imaging New York NY USA;

NYU Sch Med Dept Radiol 160 E 34th St New York NY 10016 USA;

NYU Sch Med Dept Radiol 160 E 34th St New York NY 10016 USA;

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原文格式 PDF
正文语种 eng
中图分类放射医学;
关键词
artificial intelligence; breast; computer-aided detection; computer-aided diagnosis; mammography; texture analysis;

机译：人工智能;乳房;计算机辅助检测;计算机辅助诊断;乳房X线觉;纹理分析;

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专利

1. New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence (vol 212, pg 300, 2019) [J] . Gao Y., Geras K. J., Lewin A. A., AJR: American Journal of Roentgenology : Including Diagnostic Radiology, Radiation Oncology, Nuclear Medicine, Ultrasonography and Related Basic Sciences . 2019,第3期

机译：新边界：人工智能时代乳房成像的计算机辅助诊断更新（Vol 212，PG 300,2019）
2. Artificial intelligence, machine learning, computer-aided diagnosis, and radiomics: advances in imaging towards to precision medicine [J] . Marcel Koenigkam?Santos, José Raniery?Ferreira?Júnior, Danilo Tadao?Wada, Radiologia Brasileira . 2019,第4期

机译：人工智能，机器学习，计算机辅助诊断和辐射源：成像到精密药物的成像
3. Computer-aided diagnosis and artificial intelligence in clinical imaging. [J] . Shiraishi J, Li Q, Appelbaum D, Seminars in Nuclear Medicine . 2011,第6期

机译：临床影像中的计算机辅助诊断和人工智能。
4. Computer-aided diagnosis of mammography using an artificial neural network: predicting the invasiveness of breast cancers from image features [C] . Joseph Y. Lo, Duke Univ. Medical Ctr., Durham, Medical Imaging 1996: Image Processing . 1996

机译：使用人工神经网络的乳房X线计算机辅助诊断：通过图像特征预测乳腺癌的侵袭性
5. Pattern recognition applied to the computer-aided detection and diagnosis of breast cancer from dynamic contrast-enhanced magnetic resonance breast images. [D] . Levman, Jacob. 2010

机译：模式识别从动态对比增强的磁共振乳腺图像应用于计算机辅助乳腺癌的检测和诊断。
6. A computer-aided diagnosis system using artificial intelligence for the diagnosis and characterization of breast masses on ultrasound [O] . Hee Jeong Park, Sun Mi Kim, Bo La Yun, -1

机译：使用人工智能的计算机辅助诊断系统用于超声诊断和表征乳腺肿块
7. A computer-aided diagnosis system using artificial intelligence for the diagnosis and characterization of breast masses on ultrasound [O] . Hee Jeong Park, Sun Mi Kim, Bo La Yun, 2019

机译：一种使用人工智能的计算机辅助诊断系统，用于超声抑制乳腺菌群的诊断和特征

New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence

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