Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI
Objectives 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 …
radiomics based on T 2-weighted fat suppression (T 2-FS) and diffusion-weighted MRI …
Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast‐enhanced MRI
Background Sentinel lymph node (SLN) status is an important prognostic factor for patients
with breast cancer, which is currently determined in clinical practice by invasive SLN biopsy …
with breast cancer, which is currently determined in clinical practice by invasive SLN biopsy …
Attention‐based deep learning for the preoperative differentiation of axillary lymph node metastasis in breast cancer on DCE‐MRI
J Gao, X Zhong, W Li, Q Li, H Shao… - Journal of Magnetic …, 2023 - Wiley Online Library
Background Previous studies have explored the potential on radiomics features of primary
breast cancer tumor to identify axillary lymph node (ALN) metastasis. However, the value of …
breast cancer tumor to identify axillary lymph node (ALN) metastasis. However, the value of …
Preoperative prediction of axillary lymph node metastasis in breast cancer using radiomics features of DCE-MRI
The accurate and noninvasive preoperative prediction of the state of the axillary lymph
nodes is significant for breast cancer staging, therapy and the prognosis of patients. In this …
nodes is significant for breast cancer staging, therapy and the prognosis of patients. In this …
Deep learning signature based on staging CT for preoperative prediction of sentinel lymph node metastasis in breast cancer
X Yang, L Wu, W Ye, K Zhao, Y Wang, W Liu, J Li… - Academic …, 2020 - Elsevier
Rationale and Objectives To evaluate the noninvasive predictive performance of deep
learning features based on staging CT for sentinel lymph node (SLN) metastasis of breast …
learning features based on staging CT for sentinel lymph node (SLN) metastasis of breast …
Predicting the risk of axillary lymph node metastasis in early breast cancer patients based on ultrasonographic-clinicopathologic features and the use of nomograms: a …
W Fong, L Tan, C Tan, H Wang, F Liu, H Tian… - European …, 2022 - Springer
Objectives The purpose of this study was to establish two preoperative nomograms to
evaluate the risk for axillary lymph node (ALN) metastasis in early breast cancer patients …
evaluate the risk for axillary lymph node (ALN) metastasis in early breast cancer patients …
A nomogram to predict the probability of axillary lymph node metastasis in early breast cancer patients with positive axillary ultrasound
SQ Qiu, HC Zeng, F Zhang, C Chen, WH Huang… - Scientific reports, 2016 - nature.com
Among patients with a preoperative positive axillary ultrasound, around 40% of them are
pathologically proved to be free from axillary lymph node (ALN) metastasis. We aimed to …
pathologically proved to be free from axillary lymph node (ALN) metastasis. We aimed to …
Nomogram models for stratified prediction of axillary lymph node metastasis in breast cancer patients (cN0)
X Gao, W Luo, L He, L Yang - Frontiers in Endocrinology, 2022 - frontiersin.org
Objectives To determine the predictors of axillary lymph node metastasis (ALNM), two
nomogram models were constructed to accurately predict the status of axillary lymph nodes …
nomogram models were constructed to accurately predict the status of axillary lymph nodes …
3T MRI-radiomic approach to predict for lymph node status in breast cancer patients
Simple Summary Breast cancer is the most common cancer in women worldwide. The
axillary lymph node status is one of the main prognostic factors. Currently, the methods to …
axillary lymph node status is one of the main prognostic factors. Currently, the methods to …
Prediction of lymph node metastasis in breast cancer by gene expression and clinicopathological models: development and validation within a population-based …
L Dihge, J Vallon-Christersson, C Hegardt… - Clinical Cancer …, 2019 - AACR
Purpose: More than 70% of patients with breast cancer present with node-negative disease,
yet all undergo surgical axillary staging. We aimed to define predictors of nodal metastasis …
yet all undergo surgical axillary staging. We aimed to define predictors of nodal metastasis …