Construction of risk prediction model of sentinel lymph node metastasis in breast cancer patients based on machine learning algorithm

Construction of risk prediction model of sentinel lymph node metastasis in breast cancer patients based on machine learning algorithm

Abstract Purpose The aim of this study was to develop and validate a machine learning (ML) based prediction model for sentinel lymph node metastasis in breast cancer to identify patients with a high risk of sentinel lymph node metastasis. Methods In this machine learning study, we retrospectively co...

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Bibliographic Details
Main Authors: Qianmei Yang, Cuifang Liu, Yongyue Wang, Guifang Dong, Jinghuan Sun
Format: Article
Language:English
Published: Springer 2025-05-01
Series:Discover Oncology
Subjects:
Machine learning
Sentinel lymph node metastases
Predictive model
Breast cancer
Online Access:https://doi.org/10.1007/s12672-025-02493-4
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https://doi.org/10.1007/s12672-025-02493-4

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