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Munk, Asbjørn

  1. AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation
    2024/08/01 by Asbjørn Munk, Jakob Ambsdorf, Munk, Asbjørn +5 · 4 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #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 #electronic engineering #information engineering
  2. A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning
    2025/06/17 by Stefano Cerri, Asbjørn Munk, Munk, Asbjørn +25 · 1 voice · 4 citations
    #eess.IV #cs.CV
  3. General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound
    2025/06/24 by Ambsdorf, Jakob, Munk, Asbjørn, Llambias, Sebastian +6 · 1 voice · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4 #Machine Learning (cs.LG)