Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI

Dong Yuhao; Feng Qianjin; Yang Wei; Lu Zixiao; Deng Chunyan; Zhang Lu; Lian Zhouyang; Liu Jing; Luo Xiaoning; Pei Shufang; Mo Xiaokai; Huang Wenhui; Liang Changhong; Zhang Bin; Zhang Shuixing

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Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI

机译：基于T2加权脂肪抑制和扩散加权MRI的辐射瘤的乳腺癌前哨淋巴结转移的术前预测

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摘要

To predict sentinel lymph node (SLN) metastasis in breast cancer patients using radiomics based on T-2-weighted fat suppression (T-2-FS) and diffusion-weighted MRI (DWI).

机译：通过基于T-2加权脂肪抑制（T-2-FS）和扩散加权MRI（DWI），使用基于T-2加权抑制（T-2-FS）和扩散加权MRI（DWI）的乳腺癌患者中的Sentinel淋巴结（SLN）转移。

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来源
《European radiology》 |2018年第2期|共10页
作者
Dong Yuhao; Feng Qianjin; Yang Wei; Lu Zixiao; Deng Chunyan; Zhang Lu; Lian Zhouyang; Liu Jing; Luo Xiaoning; Pei Shufang; Mo Xiaokai; Huang Wenhui; Liang Changhong; Zhang Bin; Zhang Shuixing;
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作者单位

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Southern Med Univ Sch Biomed Engn Guangdong Prov Key Lab Med Image Proc Guangzhou Guangdong;

Southern Med Univ Sch Biomed Engn Guangdong Prov Key Lab Med Image Proc Guangzhou Guangdong;

Southern Med Univ Sch Biomed Engn Guangdong Prov Key Lab Med Image Proc Guangzhou Guangdong;

Southern Med Univ Sch Biomed Engn Guangdong Prov Key Lab Med Image Proc Guangzhou Guangdong;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

Guangdong Acad Med Sci Guangdong Gen Hosp Dept Radiol 106 Zhongshan Er Rd Guangzhou 510080;

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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
Imaging; Breast cancer; Sentinel lymph node metastasis; Radiomics; Preoperative prediction;

机译：成像;乳腺癌;Sentinel淋巴结转移;辐射瘤;术前预测;

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专利

1. Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI [J] . Dong Yuhao, Feng Qianjin, Yang Wei, European radiology . 2018,第2期

机译：基于T2加权脂肪抑制和扩散加权MRI的辐射瘤的乳腺癌前哨淋巴结转移的术前预测
2. Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast-enhanced MRI [J] . Liu Chunling, Ding Jie, Spuhler Karl, Journal of magnetic resonance imaging: JMRI . 2019,第1期

机译：动态对比增强MRI的辐射瘤辐射瘤患者淋巴结转移的术前预测
3. Preoperative Prediction of Axillary Lymph Node Metastasis in Breast Cancer using Radiomics Features of DCE-MRI [J] . Xiaoyu Cui, Nian Wang, Yue Zhao, Scientific reports. . 2019,第1期

机译：使用DCE-MRI的放射影像学特征对乳腺癌的腋窝淋巴结转移进行术前预测
4. Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN [C] . Son Nguyen, Dogan Polat, Paniz Karbasi, International Conference on Medical Image Computing and Computer-Assisted Intervention . 2020

机译：使用4D CNN从初级乳腺肿瘤临床DCE MRI的淋巴结转移的术前预测
5. Evaluation of pathologic parameters and published nomograms in predicting non-sentinel lymph node metastases in female breast cancer patients with positive sentinel lymph nodes. [D] . Murch, Lisa Elaine. 2007

机译：在前哨淋巴结阳性的女性乳腺癌患者中预测非前哨淋巴结转移的病理参数和公布的列线图评估。
6. Pharmacokinetic parameters and radiomics model based on dynamic contrast enhanced MRI for the preoperative prediction of sentinel lymph node metastasis in breast cancer [O] . Meijie Liu, Ning Mao, Heng Ma, 2020

机译：基于动态对比增强MRI的药代动力学参数和辐射瘤模型在乳腺癌中哨落淋巴结转移的术前预测
7. Pharmacokinetic parameters and radiomics model based on dynamic contrast enhanced MRI for the preoperative prediction of sentinel lymph node metastasis in breast cancer [O] . Meijie Liu, Ning Mao, Heng Ma, 2020

机译：基于动态对比增强MRI的药代动力学参数和辐射瘤模型在乳腺癌中哨落淋巴结转移的术前预测

Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI

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