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Deciphering serous ovarian carcinoma histopathology and platinum response by convolutional neural networks

BACKGROUND: Ovarian cancer causes 151,900 deaths per year worldwide. Treatment and prognosis are primarily determined by the histopathologic interpretation in combination with molecular diagnosis. However, the relationship between histopathology patterns and molecular alterations is not fully unders...

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Detalles Bibliográficos
Autores principales: Yu, Kun-Hsing, Hu, Vincent, Wang, Feiran, Matulonis, Ursula A., Mutter, George L., Golden, Jeffrey A., Kohane, Isaac S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7433108/
https://www.ncbi.nlm.nih.gov/pubmed/32807164
http://dx.doi.org/10.1186/s12916-020-01684-w