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Browsing by Author "Perez-Gomez, Beatriz"

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Browsing by Author "Perez-Gomez, Beatriz"

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    A Deep Learning Framework to classify Breast Density with Noisy Labels Regularization 
    López-Almazán, Héctor; Perez-Benito, Francisco Javier; Larroza, Andrés; Perez-Cortes, Juan-Carlos; Pollán, Marina; Perez-Gomez, Beatriz; Salas-Trejo, Dolores; Casals, María; Llobet Azpitarte, Rafael (Elsevier, 2022-06-01)
    [EN] Background and Objective: Breast density assessed from digital mammograms is a biomarker for higher risk of developing breast cancer. Experienced radiologists assess breast density using the Breast Image and Data ...
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    Wonen's features and inter/intra rater agreement on mammographic density assesment in full-field digital mammograms 
    Perez-Gomez, Beatriz; Ruiz, Franciso; Martinez, Inmaculada; Casals, Maria; Miranda, Josefa; Sanchez-Contador, Carmen; Vidal, Carmen; Llobet Azpitarte, Rafael; Pollan, Marina; Salas, Dolores (Springer Verlag (Germany), 2012)
    Measurement of mammographic density (MD), one of the leading risk factors for breast cancer, still relies on subjective assessment. However, the consistency of MD measurement in full-digital mammograms has yet to ...