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Learning Domain-Invariant Representations of Histological Images

Histological images present high appearance variability due to inconsistent latent parameters related to the preparation and scanning procedure of histological slides, as well as the inherent biological variability of tissues. Machine-learning models are trained with images from a limited set of dom...

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Detalles Bibliográficos
Autores principales: Lafarge, Maxime W., Pluim, Josien P. W., Eppenhof, Koen A. J., Veta, Mitko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646468/
https://www.ncbi.nlm.nih.gov/pubmed/31380377
http://dx.doi.org/10.3389/fmed.2019.00162