Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI

PURPOSE: To develop a deep transfer learning method that incorporates four-dimensional (4D) information in dynamic contrast-enhanced (DCE) MRI to classify benign and malignant breast lesions. MATERIALS AND METHODS: The retrospective dataset is composed of 1990 distinct lesions (1494 malignant and 49...

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Detalhes bibliográficos
Publicado no:Radiol Artif Intell
Main Authors: Hu, Qiyuan, Whitney, Heather M., Li, Hui, Ji, Yu, Liu, Peifang, Giger, Maryellen L.
Formato: Artigo
Idioma:Inglês
Publicado em: Radiological Society of North America 2021
Assuntos:
Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8231792/
https://ncbi.nlm.nih.gov/pubmed/34235439
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2021200159
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