Sonia Nielles-Vallespin

According to our database, Sonia Nielles-Vallespin authored at least 15 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enhanced DTCMR With Cascaded Alignment and Adaptive Diffusion.

Fanwen Wang, Yihao Luo, Camila Munoz, Ke Wen, Yaqing Luo, Jiahao Huang, Yinzhe Wu, Zohya Khalique, Maria Molto, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

IEEE Trans. Medical Imaging, April, 2025

RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement.

Jiahao Huang, Fanwen Wang, Pedro F. Ferreira, Haosen Zhang, Yinzhe Wu, Zhifan Gao, Lei Zhu, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Andrew D. Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Guang Yang, Sonia Nielles-Vallespin

CoRR, April, 2025

Is Fitting Error a Reliable Metric for Assessing Deformable Motion Correction in Quantitative MRI?

Fanwen Wang, Ke Wen, Yaqing Luo, Yinzhe Wu, Jiahao Huang, Dudley J. Pennell, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions.

Fanwen Wang, Yihao Luo, Ke Wen, Jiahao Huang, Pedro F. Ferreira, Yaqing Luo, Yinzhe Wu, Camila Munoz, Dudley J. Pennell, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation.

Michael Yeung, Todd Watts, Sean YW Tan, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

CoRR, 2023

High-Resolution Reference Image Assisted Volumetric Super-Resolution of Cardiac Diffusion Weighted Imaging.

Yinzhe Wu, Jiahao Huang, Fanwen Wang, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

CoRR, 2023

Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study.

Jiahao Huang, Pedro F. Ferreira, Lichao Wang, Yinzhe Wu, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Andrew D. Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Sonia Nielles-Vallespin, Guang Yang

CoRR, 2023

T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer.

Michael Tänzer, Fanwen Wang, Mengyun Qiao, Wenjia Bai, Daniel Rueckert, Guang Yang, Sonia Nielles-Vallespin

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation.

Lichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Generating Short-Axis DENSE Images from 4D XCAT Phantoms: A Proof-of-Concept Study.

Hugo Barbaroux, Michael Loecher, Karl P. Kunze, Radhouène Neji, Daniel B. Ennis, Sonia Nielles-Vallespin, Andrew D. Scott, Alistair A. Young

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

The Effect of Temporal Variations in Myocardial Perfusion on Diffusion Tensor Measurements.

Ignasi Alemany, Pedro F. Ferreira, Sonia Nielles-Vallespin, Andrew D. Scott, Denis J. Doorly

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022

Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal.

Michael Tänzer, Sea Hee Yook, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin

CoRR, 2022

Review of Data Types and Model Dimensionality for Cardiac DTI SMS-Related Artefact Removal.

Michael Tänzer, Sea Hee Yook, Pedro F. Ferreira, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Faster Diffusion Cardiac MRI with Deep Learning-Based Breath Hold Reduction.

Michael Tänzer, Pedro F. Ferreira, Andrew D. Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin

Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

2009

Unsupervised Inline Analysis of Cardiac Perfusion MRI.

Hui Xue, Sven Zühlsdorff, Peter Kellman, Andrew E. Arai, Sonia Nielles-Vallespin, Christophe Chefd'Hotel, Christine H. Lorenz, Jens Guehring

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009