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Detection and Weak Segmentation of Masses in Gray-Scale Breast Mammogram Images Using Deep Learning

PURPOSE: In this paper, we propose deep-learning methodology with which to enhance the mass differentiation performance of convolutional neural network (CNN)-based architecture. MATERIALS AND METHODS: We differentiated breast mass lesions from gray-scale X-ray mammography images based on regions of...

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Detalles Bibliográficos
Autores principales: Kim, Young Jae, Kim, Kwang Gi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Yonsei University College of Medicine 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790585/
https://www.ncbi.nlm.nih.gov/pubmed/35040607
http://dx.doi.org/10.3349/ymj.2022.63.S63