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Featured Co-authors

Zhen Wang
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Zhewei Wei
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∙ 09/06/2023

CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

Multi-sequence magnetic resonance imaging (MRI) has found wide applicati...

0 Yunjie Chen, et al. ∙

∙ 06/07/2023

DualHGNN: A Dual Hypergraph Neural Network for Semi-Supervised Node Classification based on Multi-View Learning and Density Awareness

Graph-based semi-supervised node classification has been shown to become...

0 Jianpeng Liao, et al. ∙

∙ 04/15/2023

Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering Graph

Real-world graphs are constantly evolving, which demands updates of the ...

0 Song Yu, et al. ∙

∙ 03/24/2023

LONGNN: Spectral GNNs with Learnable Orthonormal Basis

In recent years, a plethora of spectral graph neural networks (GNN) meth...

0 Qian Tao, et al. ∙

∙ 12/12/2022

Efficient Bayesian Uncertainty Estimation for nnU-Net

The self-configuring nnU-Net has achieved leading performance in a large...

0 Yidong Zhao, et al. ∙

∙ 01/27/2022

Density-Aware Hyper-Graph Neural Networks for Graph-based Semi-supervised Node Classification

Graph-based semi-supervised learning, which can exploit the connectivity...

11 Jianpeng Liao, et al. ∙

∙ 04/12/2021

Deep Recursive Embedding for High-Dimensional Data

t-distributed stochastic neighbor embedding (t-SNE) is a well-establishe...

13 Zixia Zhou, et al. ∙

∙ 10/30/2019

The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN

Convolutional neural network (CNN), in particular the Unet, is a powerfu...

65 Wenjun Yan, et al. ∙

∙ 10/20/2018

Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion

Quantitative assessment of left ventricle (LV) function from cine MRI ha...

0 Wenjun Yan, et al. ∙

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