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Yipeng Hu

  1. MONAI: An open-source framework for deep learning in healthcare
    2022/11/04 by M. Jorge Cardoso, Wenqi Li, Cardoso, M. Jorge +109 · 125 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  2. Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
    2022/09/12 by Yiwen Li, Yunguan Fu, Li, Yiwen +27 · 4 citations
    Engineering · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  3. Active learning using adaptable task-based prioritisation
    2022/12/03 by Shaheer U. Saeed, Saeed, Shaheer U., João Ramalhinho +21 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Medical Image Segmentation Techniques #Reservoir Engineering and Simulation Methods
  4. The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation
    2022/03/30 by Yan Wen, Yan, Wen, Qianye Yang +15 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #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 #Prostate Cancer Diagnosis and Treatment #electronic engineering #information engineering
  5. Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion
    2023/03/03 by Shaheer U. Saeed, Tom Syer, Saeed, Shaheer U. +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Prostate Cancer Diagnosis and Treatment #electronic engineering #information engineering
  6. Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels
    2021/07/28 by Liam Chalcroft, Jiongqi Qu, Chalcroft, Liam F +19 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Prostate Cancer Diagnosis and Treatment #Domain Adaptation and Few-Shot Learning
  7. CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models
    2025/02/03 by G.C. Chen, Yinzhi He, Chen, Guanduo +7 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  8. Image quality assessment for closed-loop computer-assisted lung ultrasound
    2020/08/20 by Zachary M. C. Baum, Baum, Zachary M C, Ester Bonmati +19 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiology practices and education #Ultrasound in Clinical Applications #electronic engineering #information engineering
  9. Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors
    2022/08/22 by Shahab Aslani, Watjana Lilaonitkul, Aslani, Shahab +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #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) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  10. Segmentation by registration-enabled SAM prompt engineering using five reference images
    2024/07/25 by Yaxi Chen, Aleksandra Ivanová, Chen, Yaxi +11 · 2 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Non-Destructive Testing Techniques #Image and Object Detection Techniques
  11. Non-rigid Medical Image Registration using Physics-informed Neural Networks
    2023/02/20 by Zhe Min, Zachary M. C. Baum, Min, Zhe +11 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Medical Physics (physics.med-ph) #Model Reduction and Neural Networks #electronic engineering #information engineering
  12. Weakly supervised localisation of prostate cancer using reinforcement learning for bi-parametric MR images
    2024/02/21 by Martynas Pocius, Pocius, Martynas, Yan Wen +11 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques #Medical Imaging and Analysis
  13. Expectation Maximization Pseudo Labels
    2023/05/02 by Moucheng Xu, Yukun Zhou, Xu, Moucheng +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification #Medical Image Segmentation Techniques
  14. Semi-weakly-supervised neural network training for medical image registration
    2024/02/16 by Yiwen Li, Yunguan Fu, Li, Yiwen +25 · 1 citation
    Engineering · #Medical Imaging and Analysis
  15. Strategising template-guided needle placement for MR-targeted prostate biopsy
    2022/07/21 by Iani J. M. B. Gayo, Gayo, Iani JMB, Shaheer U. Saeed +7 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Surgical Simulation and Training #electronic engineering #information engineering
  16. Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
    2024/07/03 by Zhe Min, Zachary M. C. Baum, Min, Zhe +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Cellular Mechanics and Interactions #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  17. One registration is worth two segmentations
    2024/05/17 by Shiqi Huang, Tingfa Xu, Huang, Shiqi +11 · 2 citations
    Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
  18. Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images
    2023/08/22 by Weixi Yi, Yi, Weixi, Vasilis Stavrinides +13 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Prostate Cancer Diagnosis and Treatment
  19. TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker
    2025/06/26 by Qi Li, Li, Qi, Yuliang Huang +49 · 2 citations
    Medicine · Engineering · #Ultrasound Imaging and Elastography #Soft Robotics and Applications #Surgical Simulation and Training
  20. Active few-shot segmentation by reinforcing data selection
    2026/07/24 by Chenlan Zhao, Benny Wong, Timothy F. Lundberg +8
    #cs.CV
  21. Causal-Adversarial Probing of Clinical Covariates for Prostate MRI Grading
    2026/07/16 by Yipei Wang, Shiqi Huang, Wen Yan +6
    #cs.CV