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Deep learning-based tumor microenvironment segmentation is predictive of tumor mutations and patient survival in non-small-cell lung cancer

BACKGROUND: Despite the fact that tumor microenvironment (TME) and gene mutations are the main determinants of progression of the deadliest cancer in the world – lung cancer, their interrelations are not well understood. Digital pathology data provides a unique insight into the spatial composition o...

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Detalles Bibliográficos
Autores principales: Rączkowska, Alicja, Paśnik, Iwona, Kukiełka, Michał, Nicoś, Marcin, Budzinska, Magdalena A., Kucharczyk, Tomasz, Szumiło, Justyna, Krawczyk, Paweł, Crosetto, Nicola, Szczurek, Ewa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9490924/
https://www.ncbi.nlm.nih.gov/pubmed/36131239
http://dx.doi.org/10.1186/s12885-022-10081-w