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Classification of colorectal tissue images from high throughput tissue microarrays by ensemble deep learning methods

Tissue microarray (TMA) core images are a treasure trove for artificial intelligence applications. However, a common problem of TMAs is multiple sectioning, which can change the content of the intended tissue core and requires re-labelling. Here, we investigate different ensemble methods for colorec...

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Detalles Bibliográficos
Autores principales: Nguyen, Huu-Giao, Blank, Annika, Dawson, Heather E., Lugli, Alessandro, Zlobec, Inti
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7840737/
https://www.ncbi.nlm.nih.gov/pubmed/33504830
http://dx.doi.org/10.1038/s41598-021-81352-y

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