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Integrative Data Augmentation with U-Net Segmentation Masks Improves Detection of Lymph Node Metastases in Breast Cancer Patients

SIMPLE SUMMARY: In recent years many successful models have been developed to perform various tasks in digital histopathology, yet, there is still a reluctance to fully embrace the new technologies in clinical settings. One of the reasons for this is that although these models have achieved high per...

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Detalles Bibliográficos
Autores principales: Jin, Yong Won, Jia, Shuo, Ashraf, Ahmed Bilal, Hu, Pingzhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7601653/
https://www.ncbi.nlm.nih.gov/pubmed/33053723
http://dx.doi.org/10.3390/cancers12102934