Predicting breast cancer-specific survival in metaplastic breast cancer patients using machine learning algorithms

Predicting breast cancer-specific survival in metaplastic breast cancer patients using machine learning algorithms

Metaplastic breast cancer (MpBC) is a rare and aggressive subtype of breast cancer, with data emerging on prognostic factors and survival prediction. This study aimed to develop machine learning models to predict breast cancer-specific survival (BCSS) in MpBC patients, utilizing a dataset of 160 pat...

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Bibliographic Details
Main Authors: Yufan Feng, Natasha McGuire, Alexandra Walton, Stephen Fox, Antonella Papa, Sunil R. Lakhani, Amy E. McCart Reed
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Journal of Pathology Informatics
Subjects:
Breast cancer
Metaplastic breast cancer (MpBC)
Machine learning algorithms
Breast cancer-specific survival (BCSS)
Predictive models
Random forest
Online Access:http://www.sciencedirect.com/science/article/pii/S2153353923001438

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http://www.sciencedirect.com/science/article/pii/S2153353923001438

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