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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Bibliographic Details
Main Authors: Maxime W. Lafarge, Josien P. W. Pluim, Koen A. J. Eppenhof, Mitko Veta
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fmed.2019.00162/full

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