Yan Xia

Orcid: 0000-0002-9866-4862

Affiliations:
  • 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:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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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

Learned Local Attention Maps for Synthesising Vessel Segmentations.
CoRR, 2023

Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology.
CoRR, 2023

Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels.
Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

Learned Local Attention Maps for Synthesising Vessel Segmentations from T2 MRI.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

2022
Learning to complete incomplete hearts for population analysis of cardiac MR images.
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

A Deep Discontinuity-Preserving Image Registration Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2018
Computed Tomography.
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

Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Region-of-Interest Imaging with C-arm Computed Tomography
PhD thesis, 2016

2015
Over-Exposure Correction in CT Using Optimization-Based Multiple Cylinder Fitting.
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

Region of Interest Reconstruction from Dose-Minimized Super Short Scan Data.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Scaling Calibration in the ATRACT Algorithm.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

Convolution-Based Truncation Correction for C-Arm CT Using Scattered Radiation.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013


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