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Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Mutations in isocitrate dehydrogenase genes IDH1 and IDH2 are frequently found in diffuse and anaplastic astrocytic and oligodendroglial tumours as well as in secondary glioblastomas. As IDH is a very important prognostic, diagnostic and therapeutic biomarker for glioma, it is of paramount importanc...

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Detalles Bibliográficos
Autores principales: Liu, Sidong, Shah, Zubair, Sav, Aydin, Russo, Carlo, Berkovsky, Shlomo, Qian, Yi, Coiera, Enrico, Di Ieva, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206037/
https://www.ncbi.nlm.nih.gov/pubmed/32382048
http://dx.doi.org/10.1038/s41598-020-64588-y