Hélène Lajous

According to our database, Hélène Lajous authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Maximizing domain generalization in fetal brain tissue segmentation: the role of synthetic data generation, intensity clustering and real image fine-tuning.

Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Hélène Lajous, Jordina Aviles Verdera, Jana Hutter, Hamza Kebiri, Meritxell Bach Cuadra

CoRR, 2024

2023

Simulation-Based Parameter Optimization for Fetal Brain MRI Super-Resolution Reconstruction.

Priscille de Dumast, Thomas Sanchez, Hélène Lajous, Meritxell Bach Cuadra

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Self-Supervised Isotropic Superresolution Fetal Brain MRI.

Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Synthetic Magnetic Resonance Images for Domain Adaptation: Application to Fetal Brain Tissue Segmentation.

Priscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

4D iterative reconstruction of brain fMRI in the moving fetus.

Athena Taymourtash, Hamza Kebiri, Sébastien Tourbier, Ernst Schwartz, Karl-Heinz Nenning, Roxane Licandro, Daniel Sobotka, Hélène Lajous, Priscille de Dumast, Meritxell Bach Cuadra, Georg Langs

CoRR, 2021

FaBiAN: A Fetal Brain magnetic resonance Acquisition Numerical phantom.

Hélène Lajous, Christopher W. Roy, Tom Hilbert, Priscille de Dumast, Sébastien Tourbier, Yasser Alemán-Gómez, Jérôme Yerly, Thomas Yu, Hamza Kebiri, Kelly Payette, Jean-Baptiste Ledoux, Reto Meuli, Patric Hagmann, András Jakab, Vincent Dunet, Mériam Koob, Tobias Kober, Matthias Stuber, Meritxell Bach Cuadra

CoRR, 2021

Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo (HASTE) of the Fetal Brain: Application to Super-Resolution Reconstruction.

Hélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Yasser Alemán-Gómez, Thomas Yu, Hamza Kebiri, Jean-Baptiste Ledoux, Patric Hagmann, Reto Meuli, Vincent Dunet, Mériam Koob, Matthias Stuber, Tobias Kober, Meritxell Bach Cuadra

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Quantitative Evaluation of Enhanced Multi-plane Clinical Fetal Diffusion MRI with a Crossing-Fiber Phantom.

Hamza Kebiri, Hélène Lajous, Yasser Alemán-Gómez, Gabriel Girard, Erick Jorge Canales-Rodríguez, Sébastien Tourbier, Marco Pizzolato, Jean-Baptiste Ledoux, Eleonora Fornari, András Jakab, Meritxell Bach Cuadra

Proceedings of the Computational Diffusion MRI - 12th International Workshop, 2021

2020

T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions.

Hélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Thomas Yu, Jean-Philippe Thiran, Jean-Baptiste Ledoux, Davide Piccini, Patric Hagmann, Reto Meuli, Tobias Kober, Matthias Stuber, Ruud B. van Heeswijk, Meritxell Bach Cuadra

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020