Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning

Breast carcinoma is the most common cancer among women worldwide that consists of a heterogeneous group of subtype diseases. The whole-slide images (WSIs) can capture the cell-level heterogeneity, and are routinely used for cancer diagnosis by pathologists. However, key driver genetic mutations rela...

Descripción completa

Detalles Bibliográficos
Autores principales: Qu, Hui, Zhou, Mu, Yan, Zhennan, Wang, He, Rustgi, Vinod K., Zhang, Shaoting, Gevaert, Olivier, Metaxas, Dimitris N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8460699/
https://www.ncbi.nlm.nih.gov/pubmed/34556802
http://dx.doi.org/10.1038/s41698-021-00225-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8460699/
https://www.ncbi.nlm.nih.gov/pubmed/34556802
http://dx.doi.org/10.1038/s41698-021-00225-9

Ejemplares similares