Evaluating Synthetic Data Generation for Domain Generalization in Fetal Brain MRI Segmentation
Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Hélène Lajous et autres
1 citationThe Journal of Machine Learning for Biomedical Imaging
Hélène Lajous
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45Publications signalées
158Citations signalées
2Affiliations récentes
Institutions déclarées
Domaines associés
Fetal and Pediatric Neurological DisordersAdvanced Neuroimaging Techniques and ApplicationsAdvanced MRI Techniques and ApplicationsNeonatal and fetal brain pathologyNanoparticle-Based Drug Delivery
Publications récentes
The Human Connectome PHantom (HCPh) study: Standard Operating Procedures
Céline Provins, Élodie Savary, Alexandre Cionca, Hélène Lajous et autres
0 citationsZenodo (CERN European Organization for Nuclear Research)
HCPh: Human Connectome PHantom
Céline Provins, Élodie Savary, Alexandre Cionca, Hélène Lajous et autres
0 citationsOpenNeuro
HCPh: Human Connectome PHantom
Céline Provins, Élodie Savary, Alexandre Cionca, Hélène Lajous et autres
0 citationsOpenNeuro
Non-invasive prediction of conduction velocities in the human brain from MRI-derived microstructure features at 7 Tesla
Saina Asadi, Arthur P C Spencer, Yasser Alemán‐Gómez, Maciej Jedynak et autres
1 citationbioRxiv (Cold Spring Harbor Laboratory)
A dataset of synthetic, maturation-informed magnetic resonance images of the human fetal brain
Hélène Lajous, Andrés le Boeuf Fló, Pedro M. Gordaliza, Oscar Estéban et autres
2 citationsScientific Data
Potential for white matter microstructure quantification on a clinical 7T system
Tommaso Pavan, Andreea Hertanu, Hélène Lajous, Patric Hagmann et autres
0 citationsProceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Maturation-informed synthetic Magnetic Resonance Images of the Developing Human Fetal Brain
Hélène Lajous, Andrés le Boeuf Fló, Pedro M. Gordaliza, Oscar Estéban et autres
0 citationsbioRxiv (Cold Spring Harbor Laboratory)
Through-plane diffusion MRI super-resolution with autoencoders: validation on outlier replacement scheme for pre-term baby brains
Hamza Kebiri, Erick J. Canales‐Rodríguez, Priscille de Dumast, Athena Taymourtash et autres
0 citationsProceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
On the importance of fetal brain numerical models for domain adaptation strategies in fetal brain MRI tissue segmentation
Priscille de Dumast, Hamza Kebiri, Meritxell Bach Cuadra, Hélène Lajous
0 citationsProceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Dataset: Simulation-based parameter optimization for fetal brain MRI super-resolution reconstruction
Priscille de Dumast, Thomas Sanchez, Hélène Lajous, Mertixell Bach Cuadra
0 citationsZenodo (CERN European Organization for Nuclear Research)
Dataset: Simulation-based parameter optimization for fetal brain MRI super-resolution reconstruction
Priscille de Dumast, Thomas Sanchez, Hélène Lajous, Mertixell Bach Cuadra
0 citationsZenodo (CERN European Organization for Nuclear Research)
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