Machine Learning Based on Multi-Parametric MRI to Predict Risk of Breast Cancer

PURPOSE: Machine learning (ML) can extract high-throughput features of images to predict disease. This study aimed to develop nomogram of multi-parametric MRI (mpMRI) ML model to predict the risk of breast cancer. METHODS: The mpMRI included non-enhanced and enhanced T1-weighted imaging (T1WI), T2-w...

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Detalhes bibliográficos
Publicado no:Front Oncol
Main Authors: Tao, Weijing, Lu, Mengjie, Zhou, Xiaoyu, Montemezzi, Stefania, Bai, Genji, Yue, Yangming, Li, Xiuli, Zhao, Lun, Zhou, Changsheng, Lu, Guangming
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Oncology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7952867/
https://ncbi.nlm.nih.gov/pubmed/33718131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2021.570747
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