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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Detalhes bibliográficos
Autor principal: Perre, Ana Catarina (author)
Outros Autores: Alexandre, Luís (author), Freire, Luís C. (author)
Formato: article
Idioma:eng
Publicado em: 2020
Texto completo:http://hdl.handle.net/10400.6/8153
País:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/8153