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Predicting Breast Tumor Malignancy Using Deep ConvNeXt Radiomics and Quality-Based Score Pooling in Ultrasound Sequences

Breast cancer needs to be detected early to reduce mortality rate. Ultrasound imaging (US) could significantly enhance diagnosing cases with dense breasts. Most of the existing computer-aided diagnosis (CAD) systems employ a single ultrasound image for the breast tumor to extract features to classif...

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Detalles Bibliográficos
Autores principales: Hassanien, Mohamed A., Singh, Vivek Kumar, Puig, Domenec, Abdel-Nasser, Mohamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139635/
https://www.ncbi.nlm.nih.gov/pubmed/35626208
http://dx.doi.org/10.3390/diagnostics12051053