Construction of the preoperative staging prediction model for cervical cancer based on deep learning and MRI: a retrospective study

Construction of the preoperative staging prediction model for cervical cancer based on deep learning and MRI: a retrospective study

BackgroundCervical cancer remains a significant global health concern, particularly for women. Accurate preoperative staging is crucial for treatment planning and long-term prognosis. Traditional staging methods rely on manual imaging analysis, which is subjective and time-consuming. Deep learning-b...

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Bibliographic Details
Main Authors: Xuhao Dai, Xiaoxian Ye, Jiangping Ren, Jiming Yang, Yingying Zhou, Zhaoyang Ma, Pengrong Lou
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Oncology
Subjects:
cervical cancer
preoperative staging
deep learning
HRNe
MRI
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1557486/full
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https://www.frontiersin.org/articles/10.3389/fonc.2025.1557486/full

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