Measurement error and timing of predictor values for multivariable risk prediction models are poorly reported

R Whittle, G Peat, J Belcher, GS Collins… - Journal of clinical …, 2018 - Elsevier
Objective Measurement error in predictor variables may threaten the validity of clinical
prediction models. We sought to evaluate the possible extent of the problem. A secondary …

[HTML][HTML] Machine learning-based breast tumor ultrasound radiomics for pre-operative prediction of axillary sentinel lymph node metastasis burden in early-stage …

J Yao, W Zhou, S Xu, X Jia, J Zhou, X Chen… - Ultrasound in Medicine & …, 2024 - Elsevier
Objective The aim of the work described here was to assess the application of ultrasound
(US) radiomics with machine learning (ML) classifiers to the prediction of axillary sentinel …

[HTML][HTML] Development of a prediction model based on LASSO regression to evaluate the risk of non-sentinel lymph node metastasis in Chinese breast cancer patients …

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 …

[HTML][HTML] Establishment and verification of a bagged-trees-based model for prediction of sentinel lymph node metastasis for early breast cancer patients

C Liu, Z Zhao, X Gu, L Sun, G Chen, H Zhang… - Frontiers in …, 2019 - frontiersin.org
Purpose: Lymph node metastasis is a multifactorial event. Several scholars have developed
nomograph models to predict the sentinel lymph nodes (SLN) metastasis before operation …

Omission of axillary dissection after a positive sentinel lymph-node: implications in the multidisciplinary treatment of operable breast cancer

R Ponzone, F Ruatta, M Gatti, I Castellano… - Cancer Treatment …, 2016 - Elsevier
Omission of axillary dissection in women with breast cancer and one or two positive sentinel-
node biopsy is a major advancement in the management of this disease. Supported by a …

[HTML][HTML] Prediction of nonsentinel lymph node metastasis in breast cancer patients with one or two positive sentinel lymph nodes

B Öz, A Akcan, S Doğan, Ü Abdulrezzak, D Aslan… - Asian journal of …, 2018 - Elsevier
Objective The aim of the present study was to investigate the association between non
sentinel lymph node metastasis (NSLNM) and clinicopathological factors, particularly in the …

[HTML][HTML] Positive non-sentinel axillary lymph nodes in breast cancer with 1-2 sentinel lymph node metastases

J Zheng, S Cai, H Song, Y Wang, X Han, H Wu, Z Gao… - Medicine, 2018 - journals.lww.com
Recent clinical trials have shown that sentinel lymph node biopsy (SLNB) alone without
axillary lymph node dissection (ALND) can offer excellent regional control if there is sentinel …

[HTML][HTML] Development and validation of nomograms for predicting axillary non-SLN metastases in breast cancer patients with 1–2 positive sentinel lymph node macro …

Y Yu, Z Wang, Z Wei, B Yu, P Shen, Y Yan, W You - BMC cancer, 2021 - Springer
Background It is reported that appropriately 50% of early breast cancer patients with 1–2
positive sentinel lymph node (SLN) micro-metastases could not benefit from axillary lymph …

[HTML][HTML] External validation of a nomogram and risk grouping system for predicting individual prognosis of patients with medulloblastoma

C Guo, D Yao, X Lin, H Huang, J Zhang, F Lin… - Frontiers in …, 2020 - frontiersin.org
Background: Medulloblastoma (MB) is one of the most malignant neuroepithelial tumors in
the central nervous system. This study aimed to establish an effective prognostic nomogram …

[HTML][HTML] Non-sentinel lymph node metastases risk factors in patients with breast cancer with one or two sentinel lymph node macro-metastases

L Xu, J Zhao, X Wang, X Jin, B Wang, Y Fan, X Pei - Heliyon, 2023 - cell.com
Approximately 59% of patients with breast cancer with one or two sentinel lymph nodes (1–2
SLN) macrometastases do not benefit from axillary lymph node dissection (ALND), which …