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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Liu, Sidong, Shah, Zubair, Sav, Aydin, Russo, Carlo, Berkovsky, Shlomo, Qian, Yi, Coiera, Enrico, Di Ieva, Antonio
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7206037/
https://ncbi.nlm.nih.gov/pubmed/32382048
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-64588-y
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