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Qian Tao

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Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation

Mar 04, 2024
Yidong Zhao, Joao Tourais, Iain Pierce, Christian Nitsche, Thomas A. Treibel, Sebastian Weingärtner, Artur M. Schweidtmann, Qian Tao

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Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image Reconstruction

Mar 01, 2024
Yidong Zhao, Yi Zhang, Qian Tao

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Contrast-Agnostic Groupwise Registration by Robust PCA for Quantitative Cardiac MRI

Nov 03, 2023
Xinqi Li, Yi Zhang, Yidong Zhao, Jan van Gemert, Qian Tao

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

Sep 06, 2023
Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik F. Hensen, Berit M. Verbist, Jelmer M. Wolterink, Qian Tao

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

Jun 07, 2023
Jianpeng Liao, Jun Yan, Qian Tao

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LON-GNN: Spectral GNNs with Learnable Orthonormal Basis

Mar 30, 2023
Qian Tao, Zhen Wang, Wenyuan Yu, Yaliang Li, Zhewei Wei

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LONGNN: Spectral GNNs with Learnable Orthonormal Basis

Mar 24, 2023
Qian Tao, Zhen Wang, Wenyuan Yu, Yaliang Li, Zhewei Wei

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Local implicit neural representations for multi-sequence MRI translation

Feb 02, 2023
Yunjie Chen, Marius Staring, Jelmer M. Wolterink, Qian Tao

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Efficient Bayesian Uncertainty Estimation for nnU-Net

Dec 12, 2022
Yidong Zhao, Changchun Yang, Artur Schweidtmann, Qian Tao

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

Jan 27, 2022
Jianpeng Liao, Qian Tao, Jun Yan

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