MorphoFeatures for unsupervised exploration of cell types, tissues, and organs in volume electron microscopy

MorphoFeatures for unsupervised exploration of cell types, tissues, and organs in volume electron microscopy

Electron microscopy (EM) provides a uniquely detailed view of cellular morphology, including organelles and fine subcellular ultrastructure. While the acquisition and (semi-)automatic segmentation of multicellular EM volumes are now becoming routine, large-scale analysis remains severely limited by...

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Bibliographic Details
Main Authors: Valentyna Zinchenko, Johannes Hugger, Virginie Uhlmann, Detlev Arendt, Anna Kreshuk
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2023-02-01
Series:eLife
Subjects:
machine learning
morphology
representation learning
Online Access:https://elifesciences.org/articles/80918

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