Automatic classification of ultrasound breast lesions using a deep convolutional neural network mimicking human decision-making.

Objectives: To evaluate a deep convolutional neural network (dCNN) for detection, highlighting, and classification of ultrasound (US) breast lesions mimicking human decision-making according to the Breast Imaging Reporting and Data System (BI-RADS).Methods and Materials: One thousand nineteen breast...

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Detalles Bibliográficos
Publicado en:European Radiology Vol. 29; no. 10; pp. 5458 - 5469
Autores principales: Ciritsis, Alexander, Rossi, Cristina, Eberhard, Matthias, Marcon, Magda, Becker, Anton S., Boss, Andreas
Formato: research Journal Article
Publicado: Springer Nature Oct2019
Acceso en línea:Ver este registro en EBSCOhost