DNA-PAINT Imaging Accelerated by Machine Learning

DNA point accumulation in nanoscale topography (DNA-PAINT) is an easy-to-implement approach for localization-based super-resolution imaging. Conventional DNA-PAINT imaging typically requires tens of thousands of frames of raw data to reconstruct one super-resolution image, which prevents its potenti...

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Detalhes bibliográficos
Main Authors: Min Zhu, Luhao Zhang, Luhong Jin, Jincheng Chen, Yongdeng Zhang, Yingke Xu
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-05-01
Colecção:Frontiers in Chemistry
Assuntos:
DNA-PAINT
machine learning
super-resolution imaging
U-Net
single-molecule localization microscopy
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fchem.2022.864701/full
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