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 false negative rate and improving radiologists’ efficiency. Convolutional Neural Networks (CNNs) are one example of deep learning algorithms that proved to be successf...

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Bibliographic Details
Main Author: Perre, Ana Catarina (author)
Other Authors: Alexandre, Luís (author), Freire, Luís C. (author)
Format: article
Language:eng
Published: 2020
Online Access:http://hdl.handle.net/10400.6/8153
Country:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/8153