Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy

Fluorescence microscopy allows for a detailed inspection of cells, cellular networks, and anatomical landmarks by staining with a variety of carefully-selected markers visualized as color channels. Quantitative characterization of structures in acquired images often relies on automatic image analysi...

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Detalles Bibliográficos
Autores principales: Gomariz, Alvaro, Portenier, Tiziano, Helbling, Patrick M., Isringhausen, Stephan, Suessbier, Ute, Nombela-Arrieta, César, Goksel, Orcun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611676/
https://www.ncbi.nlm.nih.gov/pubmed/34541455
http://dx.doi.org/10.1038/s42256-021-00379-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611676/
https://www.ncbi.nlm.nih.gov/pubmed/34541455
http://dx.doi.org/10.1038/s42256-021-00379-y

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