Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy

The treatment of patients with ERBB2 (HER2)-positive breast cancer with anti-ERBB2 therapy is based on the detection of ERBB2 gene amplification or protein overexpression. Machine learning (ML) algorithms can predict the amplification of ERBB2 based on tumor morphological features, but it is not kno...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Bychkov, Dmitrii, Linder, Nina, Tiulpin, Aleksei, Kücükel, Hakan, Lundin, Mikael, Nordling, Stig, Sihto, Harri, Isola, Jorma, Lehtimäki, Tiina, Kellokumpu-Lehtinen, Pirkko-Liisa, von Smitten, Karl, Joensuu, Heikki, Lundin, Johan
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7890057/
https://ncbi.nlm.nih.gov/pubmed/33597560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-83102-6
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados