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Listar por palabra clave "Noisy labels"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Noisy labels"

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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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    Breast Dense Tissue Segmentation with Noisy Labels: A Hybrid Threshold-Based and Mask-Based Approach 
    Larroza, Andrés; Pérez-Benito, Francisco Javier; Perez-Cortes, Juan-Carlos; Román, Marta; Pollán, Marina; Pérez-Gómez, Beatriz; Salas-Trejo, Dolores; Casals, María; Llobet Azpitarte, Rafael (MDPI AG, 2022-08)
    [EN] Breast density assessed from digital mammograms is a known biomarker related to a higher risk of developing breast cancer. Supervised learning algorithms have been implemented to determine this. However, the performance ...