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Carass, Aaron

  1. Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN
    2018/09/12 by Heran Yang, Yang, Heran, Jian Sun +11 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  2. A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
    2023/07/28 by Junyu Chen, Chen, Junyu, Yihao Liu +13 · 11 citations
    Computer Science · Medicine · #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  3. HACA3: A Unified Approach for Multi-site MR Image Harmonization
    2022/12/12 by Lianrui Zuo, Zuo, Lianrui, Yihao Liu +23 · 10 citations
    Computer Science · Medicine · #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  4. Evaluating the Impact of Intensity Normalization on MR Image Synthesis
    2018/12/11 by Jacob C. Reinhold, Reinhold, Jacob C., Blake E. Dewey +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
  5. On Finite Difference Jacobian Computation in Deformable Image Registration
    2022/12/12 by Liu, Yihao, Chen, Junyu, Wei, Shuwen +2 · 4 citations
    #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  6. A Structural Causal Model for MR Images of Multiple Sclerosis
    2021/03/04 by Reinhold, Jacob C., Carass, Aaron, Prince, Jerry L. · 2 citations
    #Applications (stat.AP) #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) #electronic engineering #information engineering
  7. Disentangling A Single MR Modality
    2022/05/10 by Zuo, Lianrui, Liu, Yihao, Xue, Yuan +5 · 2 citations
    #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) #electronic engineering #information engineering
  8. Beyond the LUMIR challenge: The pathway to foundational registration models
    2025/05/30 by Chen, Junyu, Wei, Shuwen, Honkamaa, Joel +33 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. Unique MS Lesion Identification from MRI
    2024/10/12 by Carlos A. Rivas, Rivas, Carlos A., Jinwei Zhang +9 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Molecular Biology Techniques and Applications #electronic engineering #information engineering
  10. Segmenting thalamic nuclei from manifold projections of multi-contrast MRI
    2023/01/15 by Yan Chang, Yan, Chang, Muhan Shao +15 · 2 citations
    Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  11. Label Propagation via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations
    2023/03/30 by Feng, Anqi, Xue, Yuan, Wang, Yuli +7 · 2 citations
    #FOS: Biological sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
  12. Vector Field Attention for Deformable Image Registration
    2024/07/14 by Yihao Liu, Liu, Yihao, Junyu Chen +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Medical Image Segmentation Techniques
  13. Coordinate Translator for Learning Deformable Medical Image Registration
    2022/03/05 by Yihao Liu, Liu, Yihao, Lianrui Zuo +8 · 1 citation
    Computer Science · Engineering · Medicine · #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 and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  14. Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion
    2023/12/03 by Zhang, Jinwei, Zuo, Lianrui, Dewey, Blake E. +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  15. Unsupervised learning of spatially varying regularization for diffeomorphic image registration
    2024/12/23 by Junyu Chen, Chen, Junyu, Shuwen Wei +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  16. From Registration Uncertainty to Segmentation Uncertainty
    2024/03/08 by Junyu Chen, Chen, Junyu, Yihao Liu +9 · 1 citation
    Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging
  17. AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution
    2023/12/07 by Zejun Wu, Wu, Zejun, Samuel W. Remedios +7 · 1 citation
    Computer Science · Medicine · #Advanced Image Processing Techniques #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) #electronic engineering #information engineering
  18. Pretraining Deformable Image Registration Networks with Random Images
    2025/05/30 by Chen, Junyu, Wei, Shuwen, Liu, Yihao +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting
    2024/10/07 by Zhang, Jinwei, Zuo, Lianrui, Liu, Yihao +4 · 3 citations
    #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  20. Correlation Ratio for Unsupervised Learning of Multi-modal Deformable Registration
    2025/04/16 by Xiaojian Chen, Chen, Xiaojian, Yihao Liu +9 · 2 citations
    Computer Science · #Medical Image Segmentation Techniques #Advanced Vision and Imaging #Advanced Image Processing Techniques