Graphical illustration of the five algorithms compared in this work.

Graphical illustration of the five algorithms compared in this work.

<p>A representative slice of a HeLa cell image, the traditional image processing algorithm intermediate steps (first column), illustrations of four pre-trained deep learning architectures (Convolutional Neural Network (CNN))—VGG16 (second column), ResNet18 (third column), and Inception-ResNet-...

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Bibliographic Details
Main Author: Cefa Karabağ (8320152) (author)
Other Authors: Martin L. Jones (9454819) (author), Christopher J. Peddie (9454822) (author), Anne E. Weston (9454825) (author), Lucy M. Collinson (7354886) (author), Constantino Carlos Reyes-Aldasoro (7345223) (author)
Published: 2020
Subjects:
Cell Biology
Space Science
Astronomical and Space Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
U-Net
pixel-based segmentation accuracy
HeLa cancer cell
image-processing algorithm
VGG
HeLa cells
Serial Block Face Scanning Electron...
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