Article
Improved characterization of sub-centimeter enhancing breast masses on MRI with radiomics and machine learning in BRCA mutation carriers.
European radiology - 1 Dec 2020
Lo Gullo Roberto, Daimiel Isaac, Rossi Saccarelli Carolina, Bitencourt Almir, Gibbs Peter, Fox Michael J, Thakur Sunitha B, Martinez Danny F, Jochelson Maxine S, Morris Elizabeth A, Pinker Katja
Abstract excerpt
OBJECTIVES: To investigate whether radiomics features extracted from MRI of BRCA-positive patients with sub-centimeter breast masses can be coupled with machine learning to differentiate benign from malignant lesions using model-free parameter maps. METHODS: In this retrospective study, BRCA-positive patients who had an MRI from November 2013 to February 2019 that led to a biopsy (BI-RADS 4) or imaging follow-up...
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