Yan Xia
Orcid: 0000-0002-9866-4862Affiliations:
- University of Leeds, Leeds, UK
- Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany (former)
According to our database1,
Yan Xia
authored at least 32 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology.
Nat. Mac. Intell., 2024
Compressed sensing using a deep adaptive perceptual generative adversarial network for MRI reconstruction from undersampled K-space data.
Biomed. Signal Process. Control., 2024
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Unsupervised Domain Adaptation for Brain Vessel Segmentation Through Transwarp Contrastive Learning.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning.
Comput. Methods Programs Biomed., March, 2023
Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials.
Medical Image Anal., 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI.
CoRR, 2023
Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology.
CoRR, 2023
Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
2022
Medical Image Anal., 2022
Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale.
Medical Image Anal., 2022
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images.
CoRR, 2022
2021
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography.
IEEE Trans. Medical Imaging, 2021
Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.
Medical Image Anal., 2021
Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning.
Medical Image Anal., 2021
Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds.
Medical Image Anal., 2021
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning.
CoRR, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
2018
Proceedings of the Medical Imaging Systems - An Introductory Guide, 2018
2017
An Improved Extrapolation Scheme for Truncated CT Data Using 2D Fourier-Based Helgason-Ludwig Consistency Conditions.
Int. J. Biomed. Imaging, 2017
Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction.
CoRR, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Truncation Robust C-Arm CT Reconstruction for Dynamic Collimation Acquisition Schemes.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Towards Clinical Application of a Laplace Operator-Based Region of Interest Reconstruction Algorithm in C-Arm CT.
IEEE Trans. Medical Imaging, 2014
Scaling calibration in region of interest reconstruction with the 1D and 2D ATRACT algorithm.
Int. J. Comput. Assist. Radiol. Surg., 2014
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014
2013
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013