TY - GEN AU - Lopez-Almazan, Hector AU - Pérez-Benito, Francisco Javier AU - Larroza, Andrés AU - Perez-Cortes, Juan-Carlos AU - Pollan-Santamaria, Marina AU - Perez-Gomez, Beatriz AU - Salas Trejo, Dolores AU - Casals, María AU - Llobet, Rafael PY - 2022 DO - 10.1016/j.cmpb.2022.106885 UR - http://hdl.handle.net/20.500.12105/15173 AB - 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 System (BI-RADS) categories.... LA - eng PB - Elsevier KW - Breast density KW - Noisy labels KW - Deep learning KW - Dense tissue classification KW - Mammography KW - Breast Neoplasms KW - Deep Learning KW - Breast KW - Breast Density KW - Female KW - Humans KW - Mammography TI - A deep learning framework to classify breast density with noisy labels regularization TY - research article ER -