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Teuwen, Jonas

  1. Current Pathology Foundation Models are unrobust to Medical Center Differences
    2025/01/29 by de Jong, Edwin D., Marcus, Eric, Teuwen, Jonas · 19 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms
    2023/11/20 by Joren Brunekreef, Brunekreef, Joren, Eric Marcus +7 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023
    2024/04/01 by Jun Lyu, Qin Chen, Lyu, Jun +95 · 5 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair
  4. Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network
    2018/02/19 by Timothy de Moor, Alejandro Rodríguez‐Ruiz, de Moor, Timothy +7 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Radiography and Breast Imaging #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  5. vSHARP: variable Splitting Half-quadratic Admm algorithm for Reconstruction of inverse-Problems
    2023/09/18 by George Yiasemis, Yiasemis, George, Nikita Moriakov +5 · 2 citations
    Engineering · Medicine · #Advanced MRI Techniques and Applications #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 Physics (physics.med-ph) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  6. Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms
    2024/09/10 by Xin Wang, Tao Tan, Wang, Xin +21 · 2 citations
    Computer Science · #AI in cancer detection
  7. Improving Breast Cancer Detection using Symmetry Information with Deep\n Learning
    2018/08/17 by Yeman Brhane Hagos, Albert Gubern Mérida, Hagos, Yeman Brhane +3 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
  8. On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction
    2023/01/20 by Yiasemis, George, Sánchez, Clara I., Sonke, Jan-Jakob +1 · 1 citation
    #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 Physics (physics.med-ph) #electronic engineering #information engineering
  9. Deep Multi-contrast Cardiac MRI Reconstruction via vSHARP with Auxiliary Refinement Network
    2024/11/02 by Yiasemis, George, Moriakov, Nikita, Sonke, Jan-Jakob +1 · 2 citations
    #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 Physics (physics.med-ph) #electronic engineering #information engineering
  10. End-to-end Adaptive Dynamic Subsampling and Reconstruction for Cardiac MRI
    2024/03/15 by Yiasemis, George, Sonke, Jan-Jakob, Teuwen, Jonas · 1 citation
    #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 Physics (physics.med-ph) #electronic engineering #information engineering
  11. Foundation Models in Medical Imaging: A Review and Outlook
    2025/06/10 by Vivien van Veldhuizen, van Veldhuizen, Vivien, Vanessa Botha +23 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #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 #Retinal Imaging and Analysis #electronic engineering #information engineering