High-quality AFM image acquisition of living cells by modified residual encoder-decoder network

[Display omitted] •This paper presents a method based on deep learning technology to optimize the living cell image of atomic force microscope.•The proposed network model was modified by residual encoder-decoder, multi-parallel information fusion and adaptive attention.•Our research shows that using...

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Veröffentlicht in:	Journal of structural biology 2024-09, Vol.216 (3), p.108107, Article 108107
Hauptverfasser:	Wang, Junxi, Yang, Fan, Wang, Bowei, Liu, Mengnan, Wang, Xia, Wang, Rui, Song, Guicai, Wang, Zuobin
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive attention Atomic force microscope Image reconstruction Living cells Residual encoder-decoder network
Online-Zugang:	Volltext
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