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The final trained attention feature maps for the cases of (a) self-and (b) guided-attention.

The final trained attention feature maps for the cases of (a) self-and (b) guided-attention.

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Fig. 2: Channel attention module.
Fig. 3: Spatial attention module.
Fig. 4: Sequential and parallel combinations of channel and spatial...
Fig. 5: The attention is guided to by focus on the region of interest...
+1 Fig. 6: The final trained attention feature maps for the cases of (a)...
Superresolution and Segmentation of OCT scans using Multi-Stage adversarial Guided Attention Training
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  • Jun 2022
Optical coherence tomography (OCT) is one of the non-invasive and easy-to-acquire biomarkers (the thickness of the retinal layers, which is detectable within OCT scans) being investigated to diagnose Alzheimer's disease (AD). This work aims to segment the OCT images automatically; however, it is a challenging task due to various issues such as the...
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