A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis

BACKGROUND: Screening programs use mammography as primary diagnostic tool for detecting breast cancer at an early stage. The diagnosis of some lesions, such as microcalcifications, is still difficult today for radiologists. In this paper, we proposed an automatic binary model for discriminating tiss...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Fanizzi, Annarita, Basile, Teresa M. A., Losurdo, Liliana, Bellotti, Roberto, Bottigli, Ubaldo, Dentamaro, Rosalba, Didonna, Vittorio, Fausto, Alfonso, Massafra, Raffaella, Moschetta, Marco, Popescu, Ondina, Tamborra, Pasquale, Tangaro, Sabina, La Forgia, Daniele
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7069158/
https://ncbi.nlm.nih.gov/pubmed/32164532
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-3358-4
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