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Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study

Deep convolutional neural networks (CNNs) are investigated in the context of computer-aided diagnosis (CADx) of breast cancer. State-of-the-art CNNs are trained and evaluated on two mammographic datasets, consisting of ROIs depicting benign or malignant mass lesions. The performance evaluation of ea...

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Detalles Bibliográficos
Autores principales: Tsochatzidis, Lazaros, Costaridou, Lena, Pratikakis, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8320909/
https://www.ncbi.nlm.nih.gov/pubmed/34460465
http://dx.doi.org/10.3390/jimaging5030037