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Albarqouni, Shadi

  1. Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A\n Comparative Study
    2020/04/07 by Christoph Baur, Stefan Denner, Baur, Christoph +7 · 18 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #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) #Machine Learning (cs.LG) #electronic engineering #information engineering
  2. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
    2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +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)
  3. FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
    2022/10/10 by Jean Ogier du Terrail, Terrail, Jean Ogier du, Samy-Safwan Ayed +45 · 19 citations
    Computer Science · Decision Sciences · #Big Data Technologies and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  4. GANs for Medical Image Analysis
    2018/09/13 by Salome Kazeminia, Kazeminia, Salome, Christoph Baur +11 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. StainGAN: Stain Style Transfer for Digital Histological Images
    2018/04/04 by Shaban, M Tarek, Baur, Christoph, Navab, Nassir +1 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
    2023/06/20 by Duy M. H. Nguyen, Hoang Nguyen, Nguyen, Duy M. H. +21 · 13 citations
    Medicine · Engineering · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis #Advanced Neural Network Applications
  7. Fairness by Learning Orthogonal Disentangled Representations
    2020/03/12 by Sarhan, Mhd Hasan, Navab, Nassir, Eslami, Abouzar +1 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Inverse Distance Aggregation for Federated Learning with Non-IID Data
    2020/08/17 by Yeganeh, Yousef, Farshad, Azade, Navab, Nassir +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. The Federated Tumor Segmentation (FeTS) Challenge
    2021/05/12 by Sarthak Pati, Pati, Sarthak, Ujjwal Baid +60 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  10. Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR Images
    2022/07/05 by Ghorbel, Ahmed, Aldahdooh, Ahmed, Albarqouni, Shadi +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  11. Attention based Multiple Instance Learning for Classification of Blood Cell Disorders
    2020/07/22 by Sadafi, Ario, Makhro, Asya, Bogdanova, Anna +4 · 3 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
  12. MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
    2018/04/12 by Baur, Christoph, Albarqouni, Shadi, Navab, Nassir · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Generating Highly Realistic Images of Skin Lesions with GANs
    2018/09/05 by Baur, Christoph, Albarqouni, Shadi, Navab, Nassir · 1 citation
    #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
  14. MRI to CT Translation with GANs
    2019/01/16 by Kaiser, Bodo, Albarqouni, Shadi · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction
    2019/03/11 by Anees Kazi, Shayan Shekarforoush, Kazi, Anees +15 · 1 citation
    Computer Science · Medicine · #Machine Learning in Healthcare #Advanced Graph Neural Networks #Radiomics and Machine Learning in Medical Imaging
  16. 6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference
    2020/04/09 by Mai Bui, Tolga Birdal, Bui, Mai +11 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and 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) #Robotics (cs.RO) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
  17. SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
    2024/07/16 by Hao Ding, Ding, Hao, Yuqian Zhang +49 · 3 citations
    Health Professions · #Computer Vision and Pattern Recognition (cs.CV) #Dental Education, Practice, Research #FOS: Computer and information sciences #Medical Malpractice and Liability Issues #Robotics (cs.RO)
  18. Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification
    2022/07/01 by Raheleh Salehi, Ario Sadafi, Salehi, Raheleh +11 · 3 citations
    Computer Science · #Digital Imaging for Blood Diseases #AI in cancer detection
  19. FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation
    2022/05/23 by Bernecker, Tobias, Peters, Annette, Schlett, Christopher L. +5 · 1 citation
    #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
  20. Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
    2022/12/04 by Duy M. H. Nguyen, Hoang Nguyen, Nguyen, Duy M. H. +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  21. Scene Coordinate and Correspondence Learning for Image-Based Localization
    2018/05/22 by Mai Bui, Shadi Albarqouni, Bui, Mai +5 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  22. Anomaly-aware multiple instance learning for rare anemia disorder classification
    2022/07/04 by Salome Kazeminia, Kazeminia, Salome, Ario Sadafi +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)