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A Novel Solution Based on Scale Invariant Feature Transform Descriptors and Deep Learning for the Detection of Suspicious Regions in Mammogram Images

BACKGROUND: Deep learning methods have become popular for their high-performance rate in the classification and detection of events in computer vision tasks. Transfer learning paradigm is widely adopted to apply pretrained convolutional neural network (CNN) on medical domains overcoming the problem...

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Detalles Bibliográficos
Autores principales: Bruno, Alessandro, Ardizzone, Edoardo, Vitabile, Salvatore, Midiri, Massimo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7528986/
https://www.ncbi.nlm.nih.gov/pubmed/33062608
http://dx.doi.org/10.4103/jmss.JMSS_31_19