Associate Professor

Alexander Selvikvåg Lundervold

Department of Computer science, Electrical engineering and Mathematical sciences
Alexander Selvikvåg Lundervold
Tel: +47 55 58 77 12
Email: Send email
Bergen
KRONSTAD, E439-2
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Field of work

My main research activities are within machine learning and data analysis, with a particular focus on medical image analysis. I’m co-coordinating a research project on computational medical imaging and machine learning at the Mohn Medical Imaging and Visualization Center, Department of Radiology, Haukeland University Hospital, where I'm also part of the center leadership team. A more detailed description of my research, together with links to my publications, can be found on my homepage: http://alexander.lundervold.net

Courses taught
  • DAT158: Machine learning engineering
  • DAT255: Practical deep learning
  • ELMED219: Artificial intelligence and computational medicine

Research areas
  • Data analysis
  • Computational medicine
  • Machine learning

Research groups

Publications

  • Synthesizing skin lesion images using CycleGANs – a case study

    Fossen-Romsaas, Sondre, Storm-Johannessen, Adrian, Lundervold, Alexander Selvikvåg (2020)
    Norsk Informatikkonferanse 2020

  • 2D and 3D U-Nets for skull stripping in a large and heterogeneous set of head MRI using fastai

    Kaliyugarasan, Satheshkumar, Kocinski, Marek, Lundervold, Arvid, Lundervold, Alexander Selvikvåg (2020)
    Norsk Informatikkonferanse (NIK) 2020

  • AI could help with the next pandemic—but not with this one

    Lundervold, Alexander Selvikvåg, Heaven, Will Douglas (2020)

  • Association between free-living sleep and memory and attention in healthy adolescents

    Stefansdóttir, Runa, Gundersen, Hilde, Rögnvaldsdóttir, Vaka, Lundervold, Alexander Selvikvåg, Gestdóttir, Sunna, Gudmundsdóttir, Sigridur Lara, Chen, Kong Y., Brychta, Robert J., Johannsson, Erlingur (2020)
    Scientific Reports 2020s. 1-13

  • Association Between Free-living Sleep and Memory and Attention in Healthy Adolescents

    Stefansdottir, Runa, Gundersen, Hilde, Rognvaldsdottir, Vaka, Lundervold, Alexander Selvikvåg, Gestsdottir, Sunna, Gudmundsdottir, Sigridur Lara, Chen, Kong Y, Brychta, Robert J, Johannsson, Erlingur (2020)
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