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A context-sensitive deep learning approach for microcalcification detection in mammograms

A challenging issue in computerized detection of clustered microcalcifications (MCs) is the frequent occurrence of false positives (FPs) caused by local image patterns that resemble MCs. We develop a context-sensitive deep neural network (DNN), aimed to take into account both the local image feature...

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Detalhes bibliográficos
Publicado no:Pattern Recognit
Main Authors: Wang, Juan, Yang, Yongyi
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6242284/
https://ncbi.nlm.nih.gov/pubmed/30467443
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patcog.2018.01.009
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