Prediction of sentinel lymph node metastasis in breast cancer patients based on preoperative features: a deep machine learning approach

Abstract Sentinel lymph node (SLN) biopsy is the standard surgical approach to detect lymph node metastasis in breast cancer. Machine learning is a novel tool that provides better accuracy for predicting positive SLN involvement in breast cancer patients. This study obtained data from 2890 surgical...

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Bibliographic Details
Main Authors: Reza Shahriarirad, Seyed Mostafa Meshkati Yazd, Ramin Fathian, Mohammadmehdi Fallahi, Zahra Ghadiani, Nahid Nafissi
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51244-y