Two-stage CNNs for computerized BI-RADS categorization in breast ultrasound images

BACKGROUND: Quantizing the Breast Imaging Reporting and Data System (BI-RADS) criteria into different categories with the single ultrasound modality has always been a challenge. To achieve this, we proposed a two-stage grading system to automatically evaluate breast tumors from ultrasound images int...

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Detalles Bibliográficos
Autores principales: Huang, Yunzhi, Han, Luyi, Dou, Haoran, Luo, Honghao, Yuan, Zhen, Liu, Qi, Zhang, Jiang, Yin, Guangfu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6346503/
https://www.ncbi.nlm.nih.gov/pubmed/30678680
http://dx.doi.org/10.1186/s12938-019-0626-5

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