Yaël Balbastre

1. Learn2Reg: comprehensive multi-task medical image registration\n challenge, dataset and evaluation in the era of deep learning
   2021/12/08 by Alessa Hering, Hering, Alessa, Lasse Hansen +97 · 18 citations
   Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes\n from clinical MRI exams with scans of different orientation, resolution and\n contrast
   2020/12/24 by Juan Eugenio Iglesias, Benjamin Billot, Iglesias, Juan Eugenio +15 · 5 citations
   Computer Science · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering
3. Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast
   2021/05/25 by Juan Eugenio Iglesias, Benjamin Billot, Yaël Balbastre +7 · 4 citations
   Medicine · Computer Science · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Medical Image Segmentation Techniques
4. A Tool for Super-Resolving Multimodal Clinical MRI
   2019/09/03 by Mikael Brudfors, Brudfors, Mikael, Yaël Balbastre +5 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques #AI in cancer detection
5. SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration
   2022/05/15 by Sean I. Young, Young, Sean I., Yaël Balbastre +9 · 2 citations
   Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
6. SPM 25: open source neuroimaging analysis software
   2025/01/21 by Tim M. Tierney, Nicholas A. Alexander, Nicholas Alexander +43 · 4 voices
   Medicine · Neuroscience · #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification
7. An MRF-UNet Product of Experts for Image Segmentation
   2021/04/12 by Mikael Brudfors, Brudfors, Mikael, Yaël Balbastre +11 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
8. Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
   2024/11/23 by Xiaoling Hu, Hu, Xiaoling, Oula Puonti +8 · 1 citation
   Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model Reduction and Neural Networks #Neural Networks and Applications