Methods: We developed the attention gate and dilation U-shaped network (GDUNet), a lightweight, breast lesion segmentation model. This model improves the inverted bottleneck, integrating it with tokenized multilayer perceptron (MLP) to construct the encoder. Additionally, we introduce the lightweight...
Deeply learning molecular structure-property relationships using attention- and gate-augmented graph convolutional network 来自 Semantic Scholar 喜欢 0 阅读量: 333 作者:S Ryu,J Lim,SH Hong,WY Kim 摘要: Molecular structure-property relationships are key to molecular engineering for materials and drug ...
UNet networklow-grade gliomaMRI segmentationStudies have shown that the type of low-grade glioma is associated with its shape. The traditional diagnostic method involves extraction of the tumor shape from MRIs and diagnosing the type of glioma based on corresponding relationship between the glioma ...
The LACG model provides significant advantages in prediction accuracy and model generalization compared with other models, including the feedforward neural network, convolution neural network, long short-term memory (LSTM), and attention-LSTM. Moreover, compared with the simulation results of a deeth...
Thus, we propose a Scene Graph-Based Co-Attention Network (SceneGATE) that includes a co-attention module consisting of two attention units: self-attention that boosts the intra-interactions for each modality and the guide-attention unit that uses the question features to guide the attention ...
a网络使人们即使身处世界的不同角落也完全可能面对面地交流 The network causes the people even if places the world the different quoin also completely possibly face-to-face to exchange [translate] a如果你们不能相互合作,就很难完成任务 If you cannot cooperate mutually, very is difficult to complete ...
aThe work described above and included in this special theme section contributes to an on-going dialogue about the importance of social network sites, both for practitioners and researchers. 工作被描述的在上面和包括在这个特别题材部分对持续的对话贡献关于社会网络位置的重要性,为实习者和研究员。[translat...
a永远屹立网络中 Forever stands erect in the network[translate] aHe Meifeng went to a Binjing cinema to see The House of the Flying Daggers because she's always liked Zhang ZiYi. 因为她总是被喜欢的张ZiYi,他Meifeng去Binjing戏院看飞行匕首的议院。[translate] ...
In the field of distant supervision relation extraction, PCNN (piecewise convolution neural network) is normally involved to trap local features of sentences, and has achieved good results. However, the existing PCNN-based methods are unable to capture the features of long-distance interdependence in...
Texture analysis showed that rSEAG and a network without cycleGAN were similar in terms of the “Contrast” feature. In dense breasts, ResUNet had the lowest “Contrast” feature and U-Net had differences between cases. The maximal variations in the Gumbel plot, rSEAG reduced the high-...