A scoring system to predict nonsentinel lymph node status in breast cancer patients with metastatic sentinel lymph nodes: a comparison with other scoring systems

J Cho, W Han, JW Lee, E Ko, SY Kang, SY Jung… - Annals of surgical …, 2008 - Springer
Background The majority of breast cancer patients with metastatic sentinel lymph node
(SLN) do not harbor additional metastasis in non-SLN. It is unclear which patients with …

Predicting Non‐sentinel Lymph Node Metastasis in a Chinese Breast Cancer Population with 1–2 Positive Sentinel Nodes: Development and Assessment of a New …

J Chen, J Chen, J Xue, Y Chen, G Liu… - World journal of …, 2015 - Wiley Online Library
Background We have developed a new nomogram to predict the probability of a patient with
1–2 metastatic sentinel lymph nodes (SLNs) to present further axillary disease. Methods …

Prediction of nonsentinel lymph node metastasis in breast cancer patients based on machine learning

Y Xiu, C Jiang, S Zhang, X Yu, K Qiao… - World Journal of Surgical …, 2023 - Springer
Background Develop the best machine learning (ML) model to predict nonsentinel lymph
node metastases (NSLNM) in breast cancer patients. Methods From June 2016 to August …

Additional nodal disease prediction in breast cancer with sentinel lymph node metastasis based on clinicopathological features

P Orsaria, E Caredda, F Genova… - Anticancer …, 2018 - ar.iiarjournals.org
Aim: The standard-of-care in breast cancer (BC) with positive sentinel lymph node (SLN)
metastasis includes complete axillary lymph node dissection (ALND); however, almost half …

Development and validation of a pre-and intra-operative scoring system that distinguishes between non-advanced and advanced axillary lymph node metastasis in …

T Murata, C Watase, S Shiino, A Kurita… - World Journal of …, 2022 - Springer
Background There are currently no scoring-type predictive models using only easily
available pre-and intraoperative data developed for assessment of the risk of advanced …

A simple risk score to predict the presence of non-sentinel lymph node metastases in breast cancer patients with a positive sentinel node

RFD van la Parra, PGM Peer, WK de Roos… - World journal of …, 2014 - Springer
Background Historically, completion axillary lymph node dissection (cALND) is
recommended in sentinel lymph node (SLN)-positive patients. However, the high rate of …

Predicting the extent of nodal involvement for node positive breast cancer patients: Development and validation of a novel tool

I Van Den Hoven, D van Klaveren… - Journal of Surgical …, 2019 - Wiley Online Library
Background This study aimed to develop an easy to use prediction model to predict the risk
of having a total of 1 to 2,≥ 3, or≥ 4 positive axillary lymph nodes (LNs), for patients with …

Validation of the Memorial Sloan Kettering Cancer Center nomogram for predicting non-sentinel lymph node metastasis in sentinel lymph node-positive breast-cancer …

X Bi, Y Wang, M Li, P Chen, Z Zhou, Y Liu… - OncoTargets and …, 2015 - Taylor & Francis
Background The main purpose of the study reported here was to validate the clinical value
of the Memorial Sloan Kettering Cancer Center (MSKCC) nomogram that predicts non …

A head to head comparison of nine tools predicting non‐sentinel lymph node status in sentinel node positive breast cancer women

I Van Den Hoven, G Kuijt, R Roumen… - Journal of Surgical …, 2015 - Wiley Online Library
Background and objectives This study was conducted to evaluate the performance of
available tools predicting non‐sentinel lymph node (non‐SLN) status in women with SLN …

Development of a prediction model based on LASSO regression to evaluate the risk of non-sentinel lymph node metastasis in Chinese breast cancer patients with 1–2 …

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