Variational mode directed deep learning framework for breast lesion classification using ultrasound imaging

Abstract Breast cancer is the most prevalent cancer and the second cause of cancer related death among women in the United States. Accurate and early detection of breast cancer can reduce the number of mortalities. Recent works explore deep learning techniques with ultrasound for detecting malignant...

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Autores principales:	Manali Saini, Sara Hassanzadeh, Bushira Musa, Mostafa Fatemi, Azra Alizad
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Nature Portfolio 2025-04-01
Colección:	Scientific Reports
Materias:	Ultrasound Convolutional layers Variational mode decomposition Mixed pooling Deep learning
Acceso en línea:	https://doi.org/10.1038/s41598-025-99009-5
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