49 citations · 129 across the 12 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
eess.IV2019★ 3 cited
Dual Adversarial Learning with Attention Mechanism for Fine-grained Medical Image Synthesis
Dong Nie, Lei Xiang, Qian Wang +1
Medical imaging plays a critical role in various clinical applications. However, due to multiple considerations such as cost and risk, the acquisition of certain image modalities c…
cs.CV2019★ 27 cited
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation
Xuhua Ren, Lichi Zhang, Sahar Ahmad +5
Semantic segmentation is essentially important to biomedical image analysis. Many recent works mainly focus on integrating the Fully Convolutional Network (FCN) architecture with s…
cs.CV2019★ 5 cited
Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation
Dong Nie, Dinggang Shen
Encoder-decoder architectures are widely adopted for medical image segmentation tasks. With the lateral skip connection, the models can obtain and fuse both semantic and resolution…