Image Analysis, Computational Modelling and Geometry

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  1. 2023
  2. Published

    Improving Deep Learning on Hyperspectral Images of Grain by Incorporating Domain Knowledge from Chemometrics

    Engstrøm, Ole-Christian Galbo, Dreier, E. S., Jespersen, Birthe P Møller & Steenstrup Pedersen, Kim, 2023, Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 485-494

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

  3. Published

    Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders

    Middleton, Jon Anthony, Bauer, Marko, Johansen, Jacob, Nielsen, Mads, Sommer, Stefan Horst & Pai, A. S. U., 2023, Medical Applications with Disentanglements : First MICCAI Workshop, MAD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Springer, p. 49-58 (Lecture Notes in Computer Science, Vol. 13823).

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

  4. Published

    Interfractional dose accumulation for MR-guided liver SBRT: Variation among algorithms is highly patient- and fraction-dependent

    Wahlstedt, I., Smith, Abraham George, Andersen, C. E., Behrens, C. P., Nørring Bekke, S., Boye, K., van Overeem Felter, M., Josipovic, Mirjana, Petersen, Jens, Risumlund, S. L., Tascón-Vidarte, J. D., van Timmeren, J. E. & Vogelius, Ivan R. , 2023, In: Radiotherapy and Oncology. 182, 9 p., 109448.

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

  5. Published

    Iron Oxide Nanoparticles as a Contrast Agent for Synchrotron Imaging of Sperm

    Lindhøj, M. B., Cooper, S. R., Anker, Andy Sode, Bonnin, A., Kristensen, Mie, Qvortrup, Klaus, Almstrup, K., Jensen, Kirsten Marie Ørnsbjerg, Dyrby, T. B. & Sporring, Jon, 2023, arxiv.org, 21 p.

    Research output: Working paper › Preprint › Research

  6. Published

    LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing

    Zhang, T., Li, Lei, Igel, Christian, Oehmcke, Stefan, Gieseke, F. & Peng, Z., 2023, 2022 IEEE International Conference on Computer and Communications (ICCC), Chengdu, China. IEEE, p. 1951-1957

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

  7. Published

    Learning Geometric Representations of Objects via Interaction

    Reichlin, A., Marchetti, G. L., Yin, Hang, Varava, A. & Kragic, D., 2023, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Proceedings. Koutra, D., Plant, C., Gomez Rodriguez, M., Baralis, E. & Bonchi, F. (eds.). Springer, Vol. 4. p. 629-644 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14172 LNAI).

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

  8. Published

    Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction

    Pegios, P., Sejer, E. P. F., Lin, M., Bashir, Z., Svendsen, M. B. S., Nielsen, Mads, Petersen, E., Christensen, A. N., xgz472, xgz472 & Feragen, A., 2023, Simplifying Medical Ultrasound - 4th International Workshop, ASMUS 2023, Held in Conjunction with MICCAI 2023, Proceedings. Kainz, B., Müller, J. P., Kainz, B., Noble, A., Schnabel, J., Khanal, B. & Day, T. (eds.). Springer, p. 57-67 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14337 LNCS).

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

  9. Published

    Machine Learning for Image-Based Radiotherapy Outcome Prediction

    Ibragimov, Bulat, 2023, Artificial Intelligence in Radiation Oncology and Biomedical Physics. Valdes, G. & Xing, L. (eds.). CRC Press, p. 25-52 28 p.

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

  10. Published

    Model of Oxygen Conditions within Aquaculture Sea Cages

    Bergsson, H., Svendsen, M. B. S. & Steffensen, John Fleng, 2023, In: Biology. 12, 11, 17 p., 1408.

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

  11. Published

    Moment Evolution Equations and Moment Matching for Stochastic Image EPDiff

    Christgau, Alexander Mangulad, Arnaudon, A. & Sommer, Stefan Horst, 2023, In: Journal of Mathematical Imaging and Vision. 65, 4, p. 563-576 14 p.

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

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