BAWGNet: Boundary aware wavelet guided network for the nuclei segmentation in histopathology images

Precise cell nucleus segmentation is very critical in many biologically related analyses and disease diagnoses. However, the variability in nuclei structure, color, and modalities of histopathology images make the automatic computer-aided nuclei segmentation task very difficult. Traditional encoder–...

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Veröffentlicht in:	Computers in biology and medicine 2023-10, Vol.165, p.107378-107378, Article 107378
Hauptverfasser:	Imtiaz, Tamjid, Fattah, Shaikh Anowarul, Kung, Sun-Yuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Attention mechanism Boundary aware unit Coders Color Deep learning Deep neural network Discrete Wavelet Transform Histopathology Image processing Image segmentation Nuclei Nucleus segmentation Spatial data Wavelet transforms
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