Search Results for author: Yutong Cai

Found 1 papers, 0 papers with code

MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation

no code implementations20 Dec 2020 Yutong Cai, Yong Wang

In this paper, we try to eliminate semantic ambiguity in skip connection operations by adding attention gates (AGs), and use attention mechanisms to combine local features with their corresponding global dependencies, explicitly model the dependencies between channels and use multi-scale predictive fusion to utilize global information at different scales.

Image Segmentation Medical Image Segmentation +2

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