Weakly supervised detection and classification of basal cell carcinoma using graph-transformer on whole slide images

The high incidence rates of basal cell carcinoma (BCC) cause a significant burden at pathology laboratories. The standard diagnostic process is time-consuming and prone to inter-pathologist variability. Despite the application of deep learning approaches in grading of other cancer types, there is li...

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Detalles Bibliográficos
Autores principales: Yacob, Filmon, Siarov, Jan, Villiamsson, Kajsa, Suvilehto, Juulia T., Sjöblom, Lisa, Kjellberg, Magnus, Neittaanmäki, Noora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169852/
https://www.ncbi.nlm.nih.gov/pubmed/37160953
http://dx.doi.org/10.1038/s41598-023-33863-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169852/
https://www.ncbi.nlm.nih.gov/pubmed/37160953
http://dx.doi.org/10.1038/s41598-023-33863-z

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