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Browsing by Subject "Breast density"

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Browsing by Subject "Breast density"

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    A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation 
    Perez-Benito, Francisco Javier; Signol, François; Perez-Cortes, Juan-Carlos; Fuster Bagetto, Alejandro; Pollan, Marina; Pérez-Gómez, Beatriz; Salas-Trejo, Dolores; Casals, Maria; Martínez, Inmaculada; Llobet Azpitarte, Rafael (Elsevier, 2020-10)
    [EN] Background and Objective: Breast cancer is the most frequent cancer in women. The Spanish healthcare network established population-based screening programs in all Autonomous Communities, where mammograms of asymptomatic ...
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    Estimación semiautomática de la densidad mamaria con DM-Scan 
    Martinez Gomez, Inmaculada; Casals el Busto, María; Antón Guirao, Joaquín; Ruiz Perales, Francisco; Llobet Azpitarte, Rafael (Elsevier, 2014)
    [EN] Objective To evaluate the reproducibility of the calculation of breast density with DM-Scan software, which is based on the semiautomatic segmentation of fibroglandular tissue, and to compare it with the reproducibility ...
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    Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts 
    Pérez-Benito, Francisco Javier; Signol, François; Perez-Cortes, Juan-Carlos; Pollán, Marina; Perez-Gómez, Beatriz; Salas-Trejo, Dolores; Casals, María; Martinez, Inmaculada; Llobet Azpitarte, Rafael (Elsevier, 2019-08)
    [EN] Background The breast dense tissue percentage on digital mammograms is one of the most commonly used markers for breast cancer risk estimation. Geometric features of dense tissue over the breast and the presence of ...
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    Overeating, caloric restriction and mammographic density in Spanish women. DDM-Spain study 
    del Pozo, Maria del Pilar; Castelló, Adela; Vidal, Carmen; Salas -Trejo, Dolores; Sanchez Contador, Carmen; Pedraz-Pingarrón, Carmen; Moreno, María Pilar; Santamariña, Carmen; Ederra, María; Llobet Azpitarte, Rafael; Vioque, Jesús; Perez Gómez, Beatriz; Pollán, Marina; Lope, Virginia (Elsevier, 2018)
    [EN] Objectives: Mammographic density (MD) is a strong risk factor for breast cancer. The present study evaluates the association between relative caloric intake and MD in Spanish women. Study design: We conducted a ...
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    Validation of DM-Scan, a computer-assisted tool to assess mammographic density in full-field digital mammograms 
    Pollán, Marina; Llobet Azpitarte, Rafael; Miranda García, Josefa; Antón Guirao, Joaquín; Casals el Busto, María; Martinez Gomez, Inmaculada; Palop Jonquères, Carmen; Ruiz Perales, Francisco; Sanchez Contador, Carmen; Vidal, Carmen; Perez Gómez, Beatriz; Salas Trejo, Dolores (SpringerOpen, 2013)
    We developed a semi-automated tool to assess mammographic density (MD), a phenotype risk marker for breast cancer (BC), in full-field digital images and evaluated its performance testing its reproducibility, comparing our ...