[HTML][HTML] … on LASSO regression to evaluate the risk of non-sentinel lymph node metastasis in Chinese breast cancer patients with 1–2 positive sentinel lymph nodes

L Meng, T Zheng, Y Wang, Z Li, Q Xiao, J He, J Tan - Scientific Reports, 2021 - nature.com
prediction model to evaluate the risk of non-sentinel lymph node (NSLN) metastasis in
Chinese breast cancer patients with 1–2 positive sentinel lymph nodes (SLNs). The …

[HTML][HTML] Application of the machine-learning model to improve prediction of non-sentinel lymph node metastasis status among breast cancer patients

Q Wu, L Deng, Y Jiang, H Zhang - Frontiers in Surgery, 2022 - frontiersin.org
… The probability of metastasis in non-sentinel lymph nodes (NSLNs) can be … model using
machine-learning (ML) methods to select potential variables, which influence NSLN metastasis. …

A prospective validation cohort study of a prediction model on non-sentinel lymph node involvement in early breast cancer

E Qiao, X Yu, L Zhou, C Wang, C Yang, Y Yu… - Annals of Surgical …, 2020 - Springer
… a predictive model of the risk for non-SLN involvement in a … in a training set.5, 6 The model
had a sensitivity (SEN) of 89.13%, … , this model can calculate the risk of non-SLN involvement

[HTML][HTML] Development and validation of convolutional neural network-based model to predict the risk of sentinel or non-sentinel lymph node metastasis in patients with …

M Chen, C Kong, G Lin, W Chen, X Guo, Y Chen… - …, 2023 - thelancet.com
models for the prediction of lymph node metastasis in breast cancer. However, the establishment
of these modelsChinese Clinical Trial Registry institution approved the study with the …

[HTML][HTML] A new prediction nomogram of non-sentinel lymph node metastasis in cT1-2 breast cancer patients with positive sentinel lymph nodes

L Yang, X Zhao, L Yang, Y Chang, C Cao, X Li… - Scientific Reports, 2024 - nature.com
… based on breast cancer in the Chinese population 23,24 . Several studies have assessed
the predictive capacity of established models in predicting ALN metastasis in Chinese women …

… a new predictive nomogram for predicting the Non-sentinel Lymph Node Metastasis in 708 early-stage Breast Cancer Patients with Positive Sentinel Nodes in China

Z Song, X Zhao, L Yang - Cancer Research, 2024 - AACR
… , and the model was externally … the predictive power of the nomogram model. A calibration
curve and decision curve analysis (DCA) were used to evaluate the performance of the model. …

Machine Learning Radiomics-Based Prediction of Non-sentinel Lymph Node Metastasis in Chinese Breast Cancer Patients with 1-2 Positive Sentinel Lymph Nodes: A …

G Lin, W Chen, Y Fan, Y Zhou, X Li, X Hu, X Cheng… - Academic …, 2024 - Elsevier
… in predicting NSLN metastasis for Chinese patients with BC and limited SLN metastasis. …
Therefore, we developed a prediction model for evaluating NSLN status in Chinese patients …

[HTML][HTML] Development and validation of an ultrasonography and clinicopathological features-based nomogram for non-sentinel lymph node metastasis

Y Chen, Y Dai, Y Chen, Z Xu, J Ding - Gland Surgery, 2023 - ncbi.nlm.nih.gov
… All these models were based on the analysis of the morbidity and pathological … prediction
model that has high accuracy. However, none of these prediction model applied to the Chinese

A new model incorporating axillary ultrasound after neoadjuvant chemotherapy to predict non-sentinel lymph node metastasis in invasive breast cancer

K Zhang, Q Zhu, D Sheng, J Li… - Cancer Management and …, 2020 - Taylor & Francis
… (non-SLN) metastasis in breast cancer after neoadjuvant chemotherapy (NAC). We aimed
to develop a new and simple model for predicting the probability of non-SLN metastasis in …

[HTML][HTML] Preoperative nomogram for predicting sentinel lymph node metastasis risk in breast cancer: a potential application on omitting sentinel lymph node biopsy

XE Hu, J Xue, S Peng, P Yang, Z Yang, L Yang… - Frontiers in …, 2021 - frontiersin.org
… Therefore, it is necessary to find a new model for preoperative risk prediction for SLN metastasis
to … However, this study was designed to build a prediction system in which a variety of …