Meritxell Bach Cuadra
- Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation
2023/02/10 by Vatsal Raina, Nataliia Molchanova, Raina, Vatsal +11 · 4 citations
Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multiple Sclerosis Research Studies #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
- Shifts 2.0: Extending The Dataset of Real Distributional Shifts
2022/06/30 by Andrey Malinin, Ανδρέας Αθανασόπουλος, Malinin, Andrey +33 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Advanced Glycation End Products research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Robust thalamic nuclei segmentation from T1-weighted MRI
2023/04/14 by Julie P. Vidal, Vidal, Julie P., Lola Danet +13 · 2 citations
Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues
2022/01/19 by Francesco La Rosa, Maxence Wynen, La Rosa, Francesco +30 · 2 citations
Computer Science · Engineering · Medicine · #Multiple Sclerosis Research Studies #cs.LG #eess.IV
- Segmentation of the cortical plate in fetal brain MRI with a topological\n loss
2020/10/23 by Priscille de Dumast, de Dumast, Priscille, Hamza Kebiri +9 · 1 citation
Medicine · Computer Science · #Fetal and Pediatric Neurological Disorders #Domain Adaptation and Few-Shot Learning #Neonatal and fetal brain pathology
- FaBiAN: A Fetal Brain magnetic resonance Acquisition Numerical phantom
2021/09/06 by Hélène Lajous, Christopher W. Roy, Christopher Roy +39 · 1 citation
Computer Science · Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #cs.LG #eess.IV #electronic engineering #information engineering #physics.med-ph
- Evaluating Synthetic Data Generation for Domain Generalization in Fetal Brain MRI Segmentation
2024/11/11 by Vladyslav Zalevskyi, Thomas Sanchez, Zalevskyi, Vladyslav +21 · 1 voice · 2 citations
Computer Science · Medicine · #AI in cancer detection #Domain Adaptation and Few-Shot Learning #Fetal and Pediatric Neurological Disorders
- Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations
2025/05/14 by Maik Dannecker, Thomas Sanchez, Dannecker, Maik +15 · 2 citations
Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions
2025/05/28 by Maxence Wynen, Wynen, Maxence, Pedro M. Gordaliza +11 · 2 citations
Medicine · Neuroscience · Computer Science · #Multiple Sclerosis Research Studies #Brain Tumor Detection and Classification #Advanced Neural Network Applications
- PRIME-SVR: Physics-infoRmed Implicit Multi-Echo Slice-to-Volume Reconstruction for Fetal T2 mapping
2026/07/22 by Busra Bulut, Maik Dannecker, Thomas Sanchez +14 · 1 voice
Computer Science · Physics and Astronomy · #physics.med-ph #cs.AI