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Leveraging Multi-Task Learning to Cope With Poor and Missing Labels of Mammograms
In breast cancer screening, binary classification of mammograms is a common task aiming to determine whether a case is malignant or benign. A Computer-Aided Diagnosis (CADx) system based on a trainable classifier requires clean data and labels coming from a confirmed diagnosis. Unfortunately, such l...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365086/ https://www.ncbi.nlm.nih.gov/pubmed/37492176 http://dx.doi.org/10.3389/fradi.2021.796078 |