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Lawrence H. Staib

  1. 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
  2. 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
  3. 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
  4. Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
    2021/05/14 by Chenyu You, You, Chenyu, Ruihan Zhao +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
  5. Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration
    2023/12/01 by Xiaoran Zhang, Zhang, Xiaoran, Daniel H. Pak +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
  6. ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast
    2023/04/05 by Chenyu You, You, Chenyu, Weicheng Dai +9 · 3 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
  7. 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
  8. 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
  9. BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
    2021/09/12 by Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek +8 · 2 citations
    Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies
  10. Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout
    2025/01/20 by Tal Zeevi, Lawrence H. Staib, Zeevi, Tal +3 · 2 citations
    Computer Science · #Advanced Clustering Algorithms Research #Anomaly Detection 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) #Machine Learning (stat.ML) #Neural Networks and Applications #electronic engineering #information engineering
  11. STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC
    2024/06/17 by Jiyao Wang, Wang, Jiyao, Nicha C. Dvornek +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)