Image Analysis, Computational Modelling and Geometry

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  1. 2022
  2. Published

    Parotid gland segmentation with nnU-Net: deployment scenario and inter-observer variability analysis

    Podobnik, G., Strojan, P., Peterlin, P., Ibragimov, Bulat & Vrtovec, T., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, p. 1-8 120321N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Vol. 12032).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  3. Published

    Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks

    Selvan, Raghav, Dam, Erik Bjørnager, Flensborg, S. A. & Petersen, Jens, 2022, In: The Journal of Machine Learning for Biomedical Imaging. 2022, p. 1-24 005.

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. Published

    Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling

    Kornaeva, E., Kornaev, A., Fetisov, A., Stebakov, I. & Ibragimov, Bulat, 2022, 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings. IEEE, 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  5. Published

    Polynomial Neural Fields for Subband Decomposition and Manipulation

    Yang, G., Benaim, S., Jampani, V., Genova, K., Barron, J. T., Funkhouser, T., Hariharan, B. & Belongie, Serge, 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems, Vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Published

    Psilocybin modulation of time-varying functional connectivity is associated with plasma psilocin and subjective effects

    Olsen, A. S., Lykkebo-Valløe, A., Ozenne, Brice Maxime Hugues, Madsen, M. K., Stenbæk, Dea Siggaard, Armand, Sophia, Mørup, M., Ganz, Melanie, Knudsen, Gitte Moos & Fisher, P. M., 2022, In: NeuroImage. 264, 12 p., 119716.

    Research output: Contribution to journal › Journal article › Research › peer-review

  7. Published

    Real-time deformable image registration: Applied to Tumor Tracking in 2D Cine-MRI

    Tascon Vidarte, J. D., 2022, Department of Computer Science, Faculty of Science, University of Copenhagen. 149 p.

    Research output: Book/Report › Ph.D. thesis › Research

  8. Published

    Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis

    Lu, J., Yin, C., Krause, Oswin, Erleben, Kenny, Nielsen, Michael Bachmann & Darkner, Sune, 2022, Interpretability of Machine Intelligence in Medical Image Computing. Reyes, M., Abreu, PH. & Cardoso, J. (eds.). Springer, p. 33-43 (Lecture Notes in Computer Science, Vol. 13611).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  9. Published

    Relative importance of genotype, gene expression, and DNA methylation on complex traits in perennial ryegrass

    Malinowska, M., Ruud, A. K., Jensen, J., Svane, Simon Fiil, Smith, Abraham George, Bellucci, A., Lenk, I., Nagy, I., Fois, M., Didion, T., Thorup-Kristensen, Kristian, Jensen, C. S. & Asp, T., 2022, In: Plant Genome. 15, 4, 17 p., e20253.

    Research output: Contribution to journal › Journal article › Research › peer-review

  10. Published

    Rethinking Nearest Neighbors for Visual Classification

    Jia, M., Chen, B., Cardie, C., Wu, Z., Belongie, Serge & Lim, S., 2022, arXiv.org, 16 p.

    Research output: Working paper › Preprint › Research

  11. Published

    Revisiting Transformer-based Models for Long Document Classification

    Dai, X., Chalkidis, Ilias, Darkner, Sune & Elliott, Desmond, 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics, p. 7212–7230

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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