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James S. Duncan

  1. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
    2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 23 citations
    Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
  2. Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results
    2020/01/16 by Xiaoxiao Li, Li, Xiaoxiao, Yufeng Gu +9 · 10 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #electronic engineering #information engineering
  3. SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation
    2021/08/13 by Chenyu You, Yuan Zhou, You, Chenyu +7 · 6 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
  4. Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
    2023/02/03 by Chenyu You, You, Chenyu, Weicheng Dai +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  5. Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
    2021/05/14 by Chenyu You, Ruihan Zhao, You, Chenyu +5 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #electronic engineering #information engineering
  6. Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
    2019/07/31 by Junlin Yang, Yang, Junlin, Nicha C. Dvornek +9 · 4 citations
    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) #electronic engineering #information engineering
  7. (Re)Reading the Landscape
    1988/06/01 by J Duncan, James S. Duncan, Norman Duncan +1 · 2 citations
    Arts and Humanities · Environmental Science · #American Environmental and Regional History #Ecocriticism and Environmental Literature #Landscape and Cultural Studies
  8. Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration
    2023/12/01 by Xiaoran Zhang, Daniel H. Pak, Zhang, Xiaoran +15 · 6 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 Techniques and Applications #Medical Imaging and Analysis #electronic engineering #information engineering
  9. Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction
    2023/02/18 by Bo Zhou, Zhou, Bo, Jo Schlemper +13 · 4 citations
    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) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  10. 2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction
    2024/06/12 by Tianqi Chen, Jun Hou, Chen, Tianqi +19 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #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
  11. Uncovering Memorization Effect in the Presence of Spurious Correlations
    2025/01/01 by Chenyu You, Haocheng Dai, You, Chenyu +9 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #electronic engineering #information engineering
  12. Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts
    2023/04/06 by Chenyu You, You, Chenyu, Weicheng Dai +7 · 3 citations
    Computer Science · Engineering · #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  13. Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation
    2022/06/06 by Chenyu You, Weicheng Dai, You, Chenyu +6 · 2 citations
    Engineering · Medicine · #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
  14. ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast
    2023/04/05 by Chenyu You, You, Chenyu, Weicheng Dai +9 · 2 citations
    Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #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) #Medical Imaging and Analysis #electronic engineering #information engineering
  15. Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation
    2024/04/06 by Yinchi Zhou, Zhou, Yinchi, Tianqi Chen +17 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  16. BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
    2021/09/12 by Xiaoxiao Li, Yuan Zhou, Nicha Dvornek +8 · 1 citation
    Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies
  17. Momentum Centering and Asynchronous Update for Adaptive Gradient Methods
    2021/10/11 by Juntang Zhuang, Yifan Ding, Zhuang, Juntang +9 · 1 citation
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Sparse and Compressive Sensing Techniques
  18. DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction
    2022/01/26 by Bo Zhou, Neel Dey, Zhou, Bo +11 · 1 citation
    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) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  19. Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation
    2020/09/06 by Chenyu You, Junlin Yang, You, Chenyu +5 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #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 #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  20. Copy Number Variation Informs fMRI-based Prediction of Autism Spectrum Disorder
    2023/08/08 by Nicha C. Dvornek, Dvornek, Nicha C., Catherine Sullivan +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Autism Spectrum Disorder Research #Computer Vision and Pattern Recognition (cs.CV) #Congenital heart defects research #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Genomic variations and chromosomal abnormalities #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
  21. Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation
    2025/03/31 by Xiaoran Zhang, Zhang, Xiaoran, Eric Z. Chen +14 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Phonocardiography and Auscultation Techniques
  22. FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising
    2023/04/02 by Bo Zhou, Zhou, Bo, Huidong Xie +22 · 1 citation
    Engineering · Medicine · #Advanced X-ray and CT Imaging #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) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  23. STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC
    2024/06/17 by Jiyao Wang, Nicha C. Dvornek, Wang, Jiyao +9 · 1 citation
    Neuroscience · #Brain Tumor Detection and Classification #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)