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Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning

Breast cancer is the most frequently diagnosed cancer in woman. The correct identification of the HER2 receptor is a matter of major importance when dealing with breast cancer: an over-expression of HER2 is associated with aggressive clinical behaviour; moreover, HER2 targeted therapy results in a s...

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Detalles Bibliográficos
Autores principales: La Barbera, David, Polónia, António, Roitero, Kevin, Conde-Sousa, Eduardo, Della Mea, Vincenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321042/
https://www.ncbi.nlm.nih.gov/pubmed/34460739
http://dx.doi.org/10.3390/jimaging6090082