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Leveraging multimodal microscopy to optimize deep learning models for cell segmentation

Deep learning provides an opportunity to automatically segment and extract cellular features from high-throughput microscopy images. Many labeling strategies have been developed for this purpose, ranging from the use of fluorescent markers to label-free approaches. However, differences in the channe...

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Detalhes bibliográficos
Publicado no:APL Bioeng
Main Authors: Cameron, William D., Bennett, Alex M., Bui, Cindy V., Chang, Huntley H., Rocheleau, Jonathan V.
Formato: Artigo
Idioma:Inglês
Publicado em: AIP Publishing LLC 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7785326/
https://ncbi.nlm.nih.gov/pubmed/33415313
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1063/5.0027993
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