Semi-Supervised Learning to Automate Tumor Bud Detection in Cytokeratin-Stained Whole-Slide Images of Colorectal Cancer

SIMPLE SUMMARY: Tumor budding is a promising and cost-effective histological biomarker with strong prognostic value in colorectal cancer. It is defined by the presence of single tumor cells or small clusters of cells within the tumor or at the tumor-invasion front. Deep learning based tumor bud asse...

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Detalles Bibliográficos
Autores principales: Bokhorst, John-Melle, Nagtegaal, Iris D., Zlobec, Inti, Dawson, Heather, Sheahan, Kieran, Simmer, Femke, Kirsch, Richard, Vieth, Michael, Lugli, Alessandro, van der Laak, Jeroen, Ciompi, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10093661/
https://www.ncbi.nlm.nih.gov/pubmed/37046742
http://dx.doi.org/10.3390/cancers15072079

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10093661/
https://www.ncbi.nlm.nih.gov/pubmed/37046742
http://dx.doi.org/10.3390/cancers15072079

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