Bridging microscopic cell dynamics to nematohydrodynamics of cell monolayers.
Sign Up to like & getrecommendations! Published in 2022 at "Soft matter"
DOI: 10.1039/d2sm00537a
Abstract: It is increasingly being realized that liquid-crystalline features can play an important role in the properties and dynamics of cell monolayers. Here, we present a cell-based model of cell layers, based on the phase-field formulation,… read more here.
Keywords: cell; cell monolayers; bridging microscopic; dynamics nematohydrodynamics ... See more keywords
Synthesis of Microscopic Cell Images Obtained from Bone Marrow Aspirate Smears through Generative Adversarial Networks
Sign Up to like & getrecommendations! Published in 2022 at "Biology"
DOI: 10.3390/biology11020276
Abstract: Simple Summary This paper proposes a hybrid generative adversarial networks model—WGAN-GP-AC—to generate synthetic microscopic cell images. We generate the synthetic data for the cell types containing fewer data to obtain a balanced dataset. A balanced… read more here.
Keywords: cell; cell images; adversarial networks; generative adversarial ... See more keywords