Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network

Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network

In recent years, convolutional neural networks (CNNs) have found many applications in medical image analysis. Having enough labeled data, CNNs could be trained to learn image features and used for object localization, classification, and segmentation. Although there are many interests in building an...

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Bibliographic Details
Main Authors: Bashir Zeimarani, Marly Guimaraes Fernandes Costa, Nilufar Zeimarani Nurani, Sabrina Ramos Bianco, Wagner Coelho De Albuquerque Pereira, Cicero Ferreira Fernandes Costa Filho
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Breast tumor
ultrasound images
convolutional neural network
transfer learning
Online Access:https://ieeexplore.ieee.org/document/9145538/

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