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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Veröffentlicht in:Diagnostics (Basel)
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2021
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Article
Online Zugang: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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