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Wickstrøm, Kristoffer Knutsen

Stipendiat / Maskinlæring Institutt for fysikk og teknologi
Engelsk flaggikon Samisk flaggikon

  • Kuttner, Samuel; Wickstrøm, Kristoffer Knutsen; Lubberink, Mark; Tolf, Andreas; Burman, Joachim; Sundset, Rune; Jenssen, Robert; Appel, Lieuwe; Axelsson, Jan. Cerebral blood flow measurements with <sup>15</sup>O-water PET using a non-invasive machine-learning-derived arterial input function. Journal of Cerebral Blood Flow and Metabolism 2021. ISSN 0271-678X.s 1 - 13.s doi: 10.1177/0271678X21991393.

  • Kuttner, Samuel; Wickstrøm, Kristoffer Knutsen; Kalda, Gustav; Dorraji, Seyed Esmaeil; Martin-Armas, Montserrat; Oteiza, Ana; Jenssen, Robert; Fenton, Kristin Andreassen; Sundset, Rune; Axelsson, Jan. Machine learning derived input-function in a dynamic 18F-FDG PET study of mice. Biomedical Engineering & Physics Express 2020; Volum 6:015020. ISSN 2057-1976.s 1 - 13.s doi: 10.1088/2057-1976/ab6496.

  • Yu, Shujian; Wickstrøm, Kristoffer Knutsen; Jenssen, Robert; Principe, Jose. Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration. IEEE Transactions on Neural Networks and Learning Systems 2020; Volum 32 (1). ISSN 2162-237X.s 436 - 442.s doi: 10.1109/TNNLS.2020.2968509.

  • Wickstrøm, Kristoffer Knutsen; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Revhaug, Arthur; Jenssen, Robert. Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series. IEEE journal of biomedical and health informatics 2020. ISSN 2168-2194.s doi: 10.1109/JBHI.2020.3042637.

  • Kvammen, Andreas; Wickstrøm, Kristoffer Knutsen; McKay, Derek; Partamies, Noora. Auroral Image Classification With Deep Neural Networks. Journal of Geophysical Research (JGR): Space Physics 2020; Volum 125. ISSN 2169-9380.s doi: 10.1029/2020JA027808.

  • Wickstrøm, Kristoffer Knutsen; Kampffmeyer, Michael C.; Jenssen, Robert. Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps. Medical Image Analysis 2019. ISSN 1361-8415.s doi: 10.1016/j.media.2019.101619.

  • Wickstrøm, Kristoffer Knutsen; Kampffmeyer, Michael C.; Jenssen, Robert. Uncertainty modeling and interpretability in convolutional neural networks for polyp segmentation. IEEE Signal Processing Society 2018 ISBN 978-1-5386-5477-4.s doi: 10.1109/MLSP.2018.8516998.

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