Jens Petersen

Jens Petersen

Assistant professor


  1. 2020
  2. Published

    Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial

    xfj310, xfj310, Nielsen, Mads, Petersen, Jens, Pedersen, J. H., Dirksen, A. & de Bruijne, Marleen, 2020, In : American Journal of Roentgenology. 214, 6, p. 1269-1279

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. Published

    Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks

    Selvan, Raghav, Kipf, T., Welling, M., Juarez, A. G., Pedersen, J. H., Petersen, Jens & de Bruijne, Marleen, 2020, In : Medical Image Analysis. 64, 12 p., 101751.

    Research output: Contribution to journalJournal articleResearchpeer-review

  4. Published

    Harnessing data science to advance radiation oncology

    Vogelius, I. R., Petersen, Jens & Bentzen, S. M., 2020, In : Molecular Oncology. 14, 7, p. 1514–1528

    Research output: Contribution to journalReviewResearchpeer-review

  5. Published

    Learning to quantify emphysema extent: What labels do we need?

    Ørting, Silas Nyboe, Petersen, Jens, Thomsen, L. H., Winkler Wille, M. M. & de Bruijne, Marleen, 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 4, p. 1149 -1159

    Research output: Contribution to journalJournal articleResearchpeer-review

  6. Published

    Segmentation of roots in soil with U-Net

    Smith, Abraham George, Petersen, Jens, Selvan, Raghav & Rasmussen, C. R., 2020, In : Plant Methods. 16, p. 1-15 13.

    Research output: Contribution to journalJournal articleResearchpeer-review

  7. 2019
  8. Published

    Extracting tree structures in CT data by tracking multiple statistically ranked hypotheses

    Selvan, Raghav, Petersen, Jens, Pedersen, J. H. & de Bruijne, Marleen, 18 Oct 2019, In : Medical Physics. 46, 10, p. 4431-4440

    Research output: Contribution to journalJournal articleResearchpeer-review

  9. Published

    A Cross-Center Smoothness Prior for Variational Bayesian Brain Tissue Segmentation

    Kouw, W. M., Ørting, Silas Nyboe, Petersen, Jens, Pedersen, Kim Steenstrup & de Bruijne, Marleen, 1 Jan 2019, Information Processing in Medical Imaging : 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer, p. 360-371 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11492 LNCS).

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

  10. Published

    Increasing Accuracy of Optimal Surfaces Using Min-marginal Energies

    Petersen, Jens, Arias-Lorza, A. M., Selvan, Raghav, Bos, D., van der Lugt, A., Pedersen, J. H., Nielsen, Mads & de Bruijne, Marleen, 1 Jan 2019, In : IEEE transactions on medical imaging. 38, 7, p. 1559-1568 8599009.

    Research output: Contribution to journalJournal articleResearchpeer-review

  11. 2018
  12. Published

    Detecting emphysema with multiple instance learning

    Ørting, Silas Nyboe, Petersen, Jens, Thomsen, L. H., Wille, M. M. W. & de Bruijne, Marleen, 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE, p. 510-513

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

  13. Published

    Maximization of regional probabilities using Optimal Surface Graphs: application to carotid artery segmentation in MRI

    Arias Lorza, A. M., Van Engelen, A., Petersen, Jens, Van Der Lugt, A. & de Bruijne, Marleen, 1 Mar 2018, In : Medical Physics. 45, 3, p. 1159-1169

    Research output: Contribution to journalJournal articleResearchpeer-review

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