Lesion classification in mammograms using convolutional neural networks and transfer learning

Computer-Aided Detection/Diagnosis (CAD) tools were created to assist the detection and diagnosis of early-stage cancers, decreasing the false negative rate and improving radiologists’ efficiency. Convolutional Neural Networks (CNNs) is one example of deep learning algorithms that proved to be succe...

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Bibliographic Details
Main Author: Perre, Ana (author)
Other Authors: Alexandre, Luís A. (author), Freire, Luís (author)
Format: article
Language:eng
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10400.21/7802
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/7802