Self-Organizing Maps for Cellular In Silico Staining and Cell Substate Classification

Cellular composition and structural organization of cells in the tissue determine effective antitumor response and can predict patient outcome and therapy response. Here we present Seg-SOM, a method for dimensionality reduction of cell morphology in H&E-stained tissue images. Seg-SOM resolves ce...

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Detalles Bibliográficos
Autores principales: Yuan, Edwin, Matusiak, Magdalena, Sirinukunwattana, Korsuk, Varma, Sushama, Kidziński, Łukasz, West, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Immunology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588845/
https://www.ncbi.nlm.nih.gov/pubmed/34777384
http://dx.doi.org/10.3389/fimmu.2021.765923

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588845/
https://www.ncbi.nlm.nih.gov/pubmed/34777384
http://dx.doi.org/10.3389/fimmu.2021.765923

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