Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor


  1. 2015
  2. Published

    High-resolution surface and volume-based in vivo atlas of the serotonin system in the healthy brain

    Beliveau, V., Ganz, Melanie, Svarer, C., Knudsen, Gitte Moos & Greve, D. N., 18 Jun 2015.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  3. Estimation of Regional Seasonal Variations in SERT-levels using the FreeSurfer PET pipeline: a reproducibility study

    Nørgaard, M., Ganz, Melanie, Svarer, C., Beliveau, V., Fisher, Patrick Mac Donald, McMahon, B., Greve, D. N., Strother, S. C. & Knudsen, Gitte Moos, 2015, Proceedings of the MICCAI workshop on Computational Methods for Molecular Imaging 2015.

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

  4. Relevant feature set estimation with a knock-out strategy and random forests

    Ganz, Melanie, Greve, D. N., Fischl, B. & Konukoglu, E., 2015, In: NeuroImage. 122

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. Serotonin 2A receptor agonist binding in the human brain with [11C]Cimbi-36: test-retest reproducibility and comparison with [18F]altanserin

    Ettrup, A., Svarer, C., McMahon, B., da Cunha-Bang, S., Lehel, S., Møller, K., Dyssegaard, A., Ganz, Melanie, Beliveau, V., Jørgensen, L. M., Gillings, N. & Knudsen, Gitte Moos, 2015.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  6. 2014
  7. Approximate false positive rate control in selection frequency for random forest

    Konukoglu, E. & Ganz, Melanie, 2014, In: arXiv.org.

    Research output: Contribution to journalJournal articleResearch

  8. 2013
  9. Published

    An improved optimization method for the relevance voxel machine

    Ganz, Melanie, Sabuncu, M. R. & Van Leemput, K., 2013, Machine Learning in Medical Imaging: 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings. Wu, G., Zhang, D., Shen, D., Yan, P., Suzuki, K. & Wang, F. (eds.). Springer, p. 147-154 8 p. (Lecture notes in computer science, Vol. 8184).

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

  10. On feature relevance in image-based prediction models: an empirical study

    Konukoglu, E., Ganz, Melanie, Van Leemput, K. & Sabuncu, M. R., 2013, Machine Learning in Medical Imaging: 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings. Wu, G., Zhang, D., Shen, D., Yan, P., Suzuki, K. & Wang, F. (eds.). Springer Publishing Company, p. 171-178 8 p. (Lecture notes in computer science, Vol. 8184).

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

  11. Published

    The improved relevance voxel machine

    Ganz, Melanie, Sabuncu, M. & Leemput, K. V., 2013, Technical University of Denmark. 19 p. (DTU Compute Technical Report, Vol. 2013-10).

    Research output: Book/ReportReportResearch

  12. 2012
  13. Automatic Segmentation of Polyps in Colonoscopic Narrow-Band Imaging Data

    Ganz, Melanie, Yang, X. & Slabaugh, G., Aug 2012, In: IEEE Transactions on Biomedical Engineering. 59, 8, p. 2144 - 2151

    Research output: Contribution to journalJournal articleResearchpeer-review

  14. Published

    A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs

    Petersen, P. K., Ganz, Melanie, Mysling, P., Nielsen, Mads, Erleben, L. L., Crimi, A. & Brandt, S. S., 2012, In: I E E E Transactions on Medical Imaging. 31, 3, p. 663-676 14 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

ID: 3445691