Guido Gerig
- Multiscale Structure Guided Diffusion for Image Deblurring
2022/12/04 by Mengwei Ren, Ren, Mengwei, Mauricio Delbracio +7 · 16 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI
2021/06/24 by Mengwei Ren, Heejong Kim, Ren, Mengwei +5 · 4 citations
Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #electronic engineering #information engineering
- Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
2022/06/09 by Mengwei Ren, Ren, Mengwei, Neel Dey +7 · 4 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Fetal and Pediatric Neurological Disorders #Neonatal and fetal brain pathology
- Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
2023/10/02 by Zhangsihao Yang, Mengwei Ren, Yang, Zhangsihao +7 · 3 citations
Medicine · Computer Science · Engineering · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Medical Imaging and Analysis
- Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
2024/11/18 by Axel Elaldi, Elaldi, Axel, Guido Gerig +3 · 1 voice · 1 citation
Computer Science · Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #NMR spectroscopy and applications #cs.CV #eess.IV