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Automated Detection and Classification of Desmoplastic Reaction at the Colorectal Tumour Front Using Deep Learning

SIMPLE SUMMARY: Desmoplastic reaction (DR) has previously been shown to be a promising prognostic factor in colorectal cancer (CRC). However, its manual reporting can be subjective and consequently consistency of reporting might be affected. The aim of our study was to develop a deep learning algori...

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Detalles Bibliográficos
Autores principales: Nearchou, Ines P., Ueno, Hideki, Kajiwara, Yoshiki, Lillard, Kate, Mochizuki, Satsuki, Takeuchi, Kengo, Harrison, David J., Caie, Peter D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036363/
https://www.ncbi.nlm.nih.gov/pubmed/33807394
http://dx.doi.org/10.3390/cancers13071615