Deep Learning Signature Based on Staging CT for Preoperative Prediction of Sentinel Lymph Node Metastasis in Breast Cancer

Academic Radiology ◽

10.1016/j.acra.2019.11.007 ◽

2020 ◽

Vol 27 (9) ◽

pp. 1226-1233

Author(s):

Xiaojun Yang ◽

Lei Wu ◽

Weitao Ye ◽

Ke Zhao ◽

Yingyi Wang ◽

...

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Sentinel Lymph Node Metastasis ◽

Node Metastasis ◽

Preoperative Prediction

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Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast-enhanced MRI

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.26224 ◽

2018 ◽

Vol 49 (1) ◽

pp. 131-140 ◽

Author(s):

Chunling Liu ◽

Jie Ding ◽

Karl Spuhler ◽

Yi Gao ◽

Mario Serrano Sosa ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Sentinel Lymph Node Metastasis ◽

Node Metastasis ◽

Dynamic Contrast Enhanced ◽

Preoperative Prediction ◽

Contrast Enhanced ◽

Contrast Enhanced Mri

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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

European Radiology ◽

10.1007/s00330-017-5005-7 ◽

2017 ◽

Vol 28 (2) ◽

pp. 582-591 ◽

Author(s):

Yuhao Dong ◽

Qianjin Feng ◽

Wei Yang ◽

Zixiao Lu ◽

Chunyan Deng ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Fat Suppression ◽

Sentinel Lymph Node Metastasis ◽

Diffusion Weighted Mri ◽

Node Metastasis ◽

Preoperative Prediction ◽

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Bag of deep features for preoperative prediction of sentinel lymph node metastasis in breast cancer

Physics in Medicine and Biology ◽

10.1088/1361-6560/aaf241 ◽

2018 ◽

Vol 63 (24) ◽

pp. 245014 ◽

Author(s):

Jiaxiu Luo ◽

Zhenyuan Ning ◽

Shuixing Zhang ◽

Qianjin Feng ◽

Yu Zhang

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Sentinel Lymph Node Metastasis ◽

Node Metastasis ◽

Preoperative Prediction

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Predictive Value of Clinicopathological Characteristics for Sentinel Lymph Node Metastasis in Early Breast Cancer

Medical Science Monitor ◽

10.12659/msm.902795 ◽

2017 ◽

Vol 23 ◽

pp. 4102-4108 ◽

Author(s):

Jinhua Ding ◽

Li Jiang ◽

Weizhu Wu

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Early Breast Cancer ◽

Predictive Value ◽

Clinicopathological Characteristics ◽

Sentinel Lymph Node Metastasis ◽

Node Metastasis

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A New and Simple Predictive Formula for Non-Sentinel Lymph Node Metastasis in Breast Cancer Patients with Positive Sentinel Lymph Nodes, and Validation of 3 Different Nomograms in Turkish Breast Cancer Patients

Breast Care ◽

10.1159/000338844 ◽

2012 ◽

Vol 7 (5) ◽

pp. 397-402 ◽

Author(s):

Levent Yeniay ◽

Erdem Carti ◽

Can Karaca ◽

Osman Zekioglu ◽

Ulkem Yararbas ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Lymph Nodes ◽

Cancer Patients ◽

Sentinel Lymph Nodes ◽

Sentinel Lymph Node Metastasis ◽

Breast Cancer Patients ◽

Node Metastasis

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Abstract P6-08-52: Predicting the likelihood of additional non sentinel lymph node metastasis in early breast cancer: Novel sentinel nodal station status versus Singapore General Hospital nomogram

10.1158/1538-7445.sabcs14-p6-08-52 ◽

2015 ◽

Author(s):

Sue Zann Lim ◽

Puay Hoon Tan ◽

Gay Hui Ho ◽

Preetha Madhukumar ◽

Yirong Sim ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

General Hospital ◽

Early Breast Cancer ◽

Sentinel Lymph Node Metastasis ◽

Node Metastasis ◽

Singapore General Hospital

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Predictive Factors for Non–Sentinel Lymph Node Metastasis in Patients With Clinically Node-Negative Ipsilateral Multiple Breast Cancer Treated With Total Mastectomy

Clinical Breast Cancer ◽

10.1016/j.clbc.2015.01.009 ◽

2015 ◽

Vol 15 (5) ◽

pp. 362-369 ◽

Author(s):

Sota Asaga ◽

Takayuki Kinoshita ◽

Takashi Hojo ◽

Kenjiro Jimbo ◽

Masayuki Yoshida

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Predictive Factors ◽

Sentinel Lymph Node Metastasis ◽

Total Mastectomy ◽

Node Negative ◽

Node Metastasis

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Predicting Factors of Nonsentinel Lymph Node Metastasis in Breast Cancer Patients with Sentinel Lymph Node Metastasis

Journal of the Korean Surgical Society ◽

10.4174/jkss.2010.79.1.20 ◽

2010 ◽

Vol 79 (1) ◽

pp. 20 ◽

Author(s):

Jae Young Park ◽

Keun Myoung Park ◽

Jeong Mi Park ◽

Kang Yeun Lee ◽

Youn Hee Moon ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Cancer Patients ◽

Sentinel Lymph Node Metastasis ◽

Breast Cancer Patients ◽

Node Metastasis ◽

Predicting Factors ◽

Nonsentinel Lymph Node

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351 Predictive factors for non-sentinel lymph node metastasis in breast cancer patients with sentinel lymph node metastasis

European Journal of Cancer Supplements ◽

10.1016/s1359-6349(10)70377-3 ◽

2010 ◽

Vol 8 (3) ◽

pp. 160

Author(s):

N. Kobayashi ◽

H. Hanada ◽

T. Utsumi

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Cancer Patients ◽

Predictive Factors ◽

Sentinel Lymph Node Metastasis ◽

Breast Cancer Patients ◽

Node Metastasis

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558 Validation of Three Different Nomograms to Predict the Risk of Non-Sentinel Lymph Node Involvement in Turkish Breast Cancer Patients with Sentinel Lymph Node Metastasis

European Journal of Cancer ◽

10.1016/s0959-8049(12)70623-8 ◽

2012 ◽

Vol 48 ◽

pp. S208

Author(s):

L. Yeniay ◽

A.C. Karaca ◽

E. Carti ◽

N. Ozdemir ◽

U. Yararbas ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Lymph Node Metastasis ◽

Cancer Patients ◽

Lymph Node Involvement ◽

Sentinel Lymph Node Metastasis ◽

Breast Cancer Patients ◽

Node Metastasis ◽

Node Involvement

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