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A deep learning framework to classify breast density with noisy labels regularization.
Lopez-Almazan, Hector; Javier Pérez-Benito, Francisco; Larroza, Andrés; Perez-Cortes, Juan-Carlos; Pollan, Marina; Perez-Gomez, Beatriz; Salas Trejo, Dolores; Casals, María; Llobet, Rafael.
Affiliation
  • Lopez-Almazan H; Instituto Tecnológico de la Informática, Universitat Politècnica de València,Camino de Vera, s/n, 46022 València, Spain. Electronic address: hlopez@iti.es.
  • Javier Pérez-Benito F; Instituto Tecnológico de la Informática, Universitat Politècnica de València,Camino de Vera, s/n, 46022 València, Spain. Electronic address: fjperez@iti.es.
  • Larroza A; Instituto Tecnológico de la Informática, Universitat Politècnica de València,Camino de Vera, s/n, 46022 València, Spain. Electronic address: alarroza@iti.es.
  • Perez-Cortes JC; Instituto Tecnológico de la Informática, Universitat Politècnica de València,Camino de Vera, s/n, 46022 València, Spain. Electronic address: jcperez@iti.upv.es.
  • Pollan M; National Center for Epidemiology, Carlos III Institute of Health, Monforte de lemos, 5, 28029 Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Carlos III Institute of Health, Monforte de Lemos 5, 28029 Madrid, Sp
  • Perez-Gomez B; National Center for Epidemiology, Carlos III Institute of Health, Monforte de lemos, 5, 28029 Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Carlos III Institute of Health, Monforte de Lemos 5, 28029 Madrid, Sp
  • Salas Trejo D; Valencian Breast Cancer Screening Program, General Directorate of Public Health, València, Spain; Centro Superior de Investigación en Salud Pública CSISP, FISABIO, València, Spain. Electronic address: salas_dol@gva.es.
  • Casals M; Valencian Breast Cancer Screening Program, General Directorate of Public Health, València, Spain; Centro Superior de Investigación en Salud Pública CSISP, FISABIO, València, Spain. Electronic address: casals_mar@gva.es.
  • Llobet R; Instituto Tecnológico de la Informática, Universitat Politècnica de València,Camino de Vera, s/n, 46022 València, Spain. Electronic address: rllobet@iti.upv.es.
Comput Methods Programs Biomed ; 221: 106885, 2022 Jun.
Article in En | MEDLINE | ID: mdl-35594581
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Breast Neoplasms / Deep Learning Type of study: Clinical_trials Limits: Female / Humans Language: En Journal: Comput Methods Programs Biomed Journal subject: INFORMATICA MEDICA Year: 2022 Document type: Article Country of publication:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Breast Neoplasms / Deep Learning Type of study: Clinical_trials Limits: Female / Humans Language: En Journal: Comput Methods Programs Biomed Journal subject: INFORMATICA MEDICA Year: 2022 Document type: Article Country of publication: