Erik Bjørnager Dam

Erik Bjørnager Dam

Associate Professor

  • Machine Learning

    Universitetsparken 1, Nordfløj, Building: UP1-1-2-19

    2100 København Ø

    Phone: +45 35 32 14 54Mobile: +45 20 99 08 94

  1. 2021
  2. E-pub ahead of print

    Multivariable modeling of biomarker data from the phase 1 Foundation for the NIH Osteoarthritis Biomarkers Consortium

    Hunter, D. J., Deveza, L. A., Collins, J. E., Losina, E., Nevitt, M. C., Roemer, F. W., Guermazi, A., Bowes, M. A., Dam, Erik Bjørnager, Eckstein, F., Lynch, J. A., Katz, J. N., Kwoh, C. K., Hoffmann, S. & Kraus, V. B., 9 Jan 2021, In : Arthritis Care & Research.

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. 2020
  4. Published

    Multi-layered tensor networks for image classification

    Selvan, Raghav, Ørting, Silas Nyboe & Dam, Erik Bjørnager, 13 Nov 2020, First Workshop on Quantum Tensor Networks in Machine Learning. In conjunction with 34th NeurIPS, 2020.. (arXiv).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  5. Published

    Locally orderless tensor networks for classifying two- and three-dimensional medical images

    Selvan, Raghav, Ørting, Silas Nyboe & Dam, Erik Bjørnager, 25 Sep 2020, In : arXiv.

    Research output: Contribution to journalJournal articleResearch

  6. Published

    Lung Segmentation from Chest X-rays using Variational Data Imputation

    Selvan, Raghav, Dam, Erik Bjørnager, Rischel, S., Sheng, K., Nielsen, Mads & Pai, Akshay Sadananda Uppinakudru, 20 May 2020, ICML Workshop on Learning with Missing Values. 7 p. (arXiv).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  7. Published

    The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

    Desai, A. D., Caliva, F., Iriondo, C., Khosravan, N., Mortazi, A., Jambawalikar, S., Torigian, D., Ellerman, J., Akcakaya, M., Bagci, U., Tibrewala, R., Flament, I., O`Brien, M., Majumdar, S., Perslev, Mathias, Pai, Akshay Sadananda Uppinakudru, Igel, Christian, Dam, Erik Bjørnager, Gaj, S., Yang, M., Nakamura, K., Li, X., Deniz, C. M., Juras, V., Regatte, R., Gold, G. E., Hargreaves, B. A., Pedoia, V. & Chaudhari, A. S., 29 Apr 2020, In : arXiv. 18 p.

    Research output: Contribution to journalJournal articleResearch

  8. Published

    Tensor Networks for Medical Image Classification

    Selvan, Raghav & Dam, Erik Bjørnager, 21 Apr 2020, International Conference on Medical Imaging with Deep Learning (MIDL), 2020. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  9. Published

    Enabling early detection of osteoarthritis from presymptomatic cartilage texture maps via transport-based learning

    Kundu, S., Ashinsky, B. G., Bouhrara, M., Dam, Erik Bjørnager, Demehri, S., Shifat-E-Rabbi, M., Spencer, R. G., Urish, K. L. & Rohde, G. K., 2020, In : Proceedings of the National Academy of Sciences of the United States of America. 117, 40, p. 24709-24719

    Research output: Contribution to journalJournal articleResearchpeer-review

  10. E-pub ahead of print

    Medial Cartilage Surface Integrity as a Surrogate Measure for Incident Radiographic Knee Osteoarthritis following Weight Changes

    Runhaar, J., Dam, Erik Bjørnager, Oei, E. H. G. & Bierma-Zeinstra, S. M. A., 2020, In : Cartilage. 4 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  11. Published

    Wheel rutting: preliminary investigations of soil redox potential and automated monitoring of their presence using machine learning and highresolution LiDAR data

    Callesen, Ingeborg, Brockmann, Bo, Fischer, Lene, Magnussen, A. & Dam, Erik Bjørnager, 2020, Forest Operations for the Future - Conference Proceedings. University of Copenhagen, p. 58-62 5 p.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearch

  12. 2019
  13. Published

    A multispectral camera system for automated minirhizotron image analysis

    Svane, Simon Fiil, Dam, Erik Bjørnager, Carstensen, J. M. & Thorup-Kristensen, Kristian, 2019, In : Plant and Soil. 441, 1-2, p. 657-672

    Research output: Contribution to journalJournal articleResearchpeer-review

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