Prince, Jerry L.
- 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 · 13 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
- HACA3: A Unified Approach for Multi-site MR Image Harmonization
2022/12/12 by Lianrui Zuo, Yihao Liu, Zuo, Lianrui +23 · 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
- Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size
2018/03/18 by Yuta Hiasa, Hiasa, Yuta, Yoshito Otake +13 · 4 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
- Evaluating the Impact of Intensity Normalization on MR Image Synthesis
2018/12/11 by Jacob C. Reinhold, Reinhold, Jacob C., Blake E. Dewey +5 · 5 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
- 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
- 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
- Coordinate Translator for Learning Deformable Medical Image Registration
2022/03/05 by Yihao Liu, Lianrui Zuo, Liu, Yihao +8 · 2 citations
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
- Vector Field Attention for Deformable Image Registration
2024/07/14 by Yihao Liu, Liu, Yihao, Junyu Chen +7 · 4 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
- Self domain adapted network
2020/07/07 by Yufan He, Aaron Carass, He, Yufan +7 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- 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
- Unique MS Lesion Identification from MRI
2024/10/12 by Carlos A. Rivas, Jinwei Zhang, Rivas, Carlos A. +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
- Segmenting thalamic nuclei from manifold projections of multi-contrast MRI
2023/01/15 by Yan Chang, Muhan Shao, Yan, Chang +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
- 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
- Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion
2023/12/03 by Jinwei Zhang, Lianrui Zuo, Zhang, Jinwei +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gene expression and cancer classification #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Multiple Sclerosis Research Studies #electronic engineering #information engineering
- AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution
2023/12/07 by Zejun Wu, Samuel W. Remedios, Wu, Zejun +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
- New starting point registration method for tagged MRI tongue motion estimation
2023/02/08 by Jinglun Yu, Yu, Jinglun, Muhan Shao +11 · 1 citation
Medicine · #Advanced MRI Techniques and Applications #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Traditional Chinese Medicine Studies #electronic engineering #information engineering
- 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
- RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputs
2024/09/10 by Anqi Feng, Zhangxing Bian, Feng, Anqi +9 · 2 citations
Medicine · Physics and Astronomy · #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Nuclear Physics and Applications #Particle physics theoretical and experimental studies #electronic engineering #information engineering