Diagnostic accuracy of machine learning-based magnetic resonance imaging models in breast cancer classification: a systematic review and meta-analysis

Abstract Objective This meta-analysis evaluates the diagnostic accuracy of machine learning (ML)-based magnetic resonance imaging (MRI) models in distinguishing benign from malignant breast lesions and explores factors influencing their performance. Methods A systematic search of PubMed, Embase, Coc...

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Bibliographic Details
Main Authors: Jupeng Zhang, Qi Wu, Peng Lei, Xiqi Zhu, Baosheng Li
Format: Article
Language:English
Published: BMC 2025-06-01
Series:World Journal of Surgical Oncology
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Online Access:https://doi.org/10.1186/s12957-025-03874-3
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