Classification of Breast Cancer Lesions in Ultrasound Images by Using Attention Layer and Loss Ensemble in Deep Convolutional Neural Networks

The reliable classification of benign and malignant lesions in breast ultrasound images can provide an effective and relatively low-cost method for the early diagnosis of breast cancer. The accuracy of the diagnosis is, however, highly dependent on the quality of the ultrasound systems and the exper...

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Detalles Bibliográficos
Autores principales: Kalafi, Elham Yousef, Jodeiri, Ata, Setarehdan, Seyed Kamaledin, Lin, Ng Wei, Rahmat, Kartini, Taib, Nur Aishah, Ganggayah, Mogana Darshini, Dhillon, Sarinder Kaur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534785/
https://www.ncbi.nlm.nih.gov/pubmed/34679557
http://dx.doi.org/10.3390/diagnostics11101859

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534785/
https://www.ncbi.nlm.nih.gov/pubmed/34679557
http://dx.doi.org/10.3390/diagnostics11101859

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