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Cross Modality Microscopy Segmentation via Adversarial Adaptation

Deep learning techniques have been successfully applied to automatically segment and quantify cell-types in images acquired from both confocal and light sheet fluorescence microscopy. However, the training of deep learning networks requires a massive amount of manually-labeled training data, which i...

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Detalhes bibliográficos
Publicado no:Bioinform Biomed Eng (2019)
Main Authors: Guo, Yue, Wang, Qian, Krupa, Oleh, Stein, Jason, Wu, Guorong, Bradford, Kira, Krishnamurthy, Ashok
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7062366/
https://ncbi.nlm.nih.gov/pubmed/32154516
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-17935-9_42
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