Radiomics and Machine Learning with Multiparametric Breast MRI for Improved Diagnostic Accuracy in Breast Cancer Diagnosis

The purpose of this multicenter retrospective study was to evaluate radiomics analysis coupled with machine learning (ML) of dynamic contrast-enhanced (DCE) and diffusion-weighted imaging (DWI) radiomics models separately and combined as multiparametric MRI for improved breast cancer detection. Cons...

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Detalhes bibliográficos
Publicado no:Diagnostics (Basel)
Main Authors: Daimiel Naranjo, Isaac, Gibbs, Peter, Reiner, Jeffrey S., Lo Gullo, Roberto, Sooknanan, Caleb, Thakur, Sunitha B., Jochelson, Maxine S., Sevilimedu, Varadan, Morris, Elizabeth A., Baltzer, Pascal A. T., Helbich, Thomas H., Pinker, Katja
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8223779/
https://ncbi.nlm.nih.gov/pubmed/34063774
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11060919
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