Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor - Promotion Programme

ORCID: 0000-0002-9120-8098

Publication year:
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  1. 2017
  2. Published

    Cerebellar heterogeneity and its impact on PET data quantification of 5-HT receptor radioligands

    Ganz, Melanie, Feng, L., Hansen, H. D., Beliveau, V., Svarer, C. & Knudsen, Gitte Moos, Sep 2017, In: Journal of Cerebral Blood Flow and Metabolism. 37, 9

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

  3. Published

    Crowdsourcing for error detection in cortical surface delineations

    Ganz, Melanie, Kondermann, D., Andrulis, J., Knudsen, Gitte Moos & Maier-Hein, L., Jan 2017, In: International Journal of Computer Assisted Radiology and Surgery. 12, 1, p. 161–166

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

  4. Permutation tests for classification: Revisited

    Ganz, Melanie & Konukoglu, E., 14 Jul 2017, 2017 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2017. Institute of Electrical and Electronics Engineers Inc.

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

  5. Permutations Tests for Binary Classification:Revisited

    Ganz, Melanie & Konukoglu, E., 2017, (Accepted/In press) Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI).

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

  6. Published

    BASELINE RELIABILITY OF EEG AND ERP IN A FOUR-WAY CROSSOVER STUDY IN HEALTHY SUBJECTS

    Ip, C., Ganz, Melanie, Ozenne, Brice Maxime Hugues, Sluth, L., Gram, M., Viardot, G., l'Hostis, P., Danjou, P., Kundsen, G. & Christensen, S., 2017, p. S59. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  7. Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter

    Nørgaard, M. A., Ganz, Melanie, Svarer, C., Fisher, P. M., Churchill, N. W., Beliveau, V., Grady, C. L., Strother, S. C. & Knudsen, Gitte Moos, 3 Nov 2017, In: Frontiers in Neuroscience. 11, 614

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

  8. Brain Networks involved in Seasonal Affective Disorder: A Neuroimaging PET Study of 5-HTT Expression

    Nørgaard, M. A., Svarer, C., Ganz, Melanie, McMahon, B., Fisher, P. M., Churchill, N. W., Beliveau, V., Grady, C. L., Strother, S. C. & Knudsen, Gitte Moos, 2017.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  9. 2015
  10. 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 conference › Conference abstract for conference › Research › peer-review

  11. 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 conference › Conference abstract for conference › Research › peer-review

  12. 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 journal › Journal article › Research › peer-review

  13. Vermis - to exclude or not exclude? Defining a proper reference region for PET modelling of the serotonin system

    Ganz, Melanie, Hansen, H. D., Beliveau, V., Feng, L., Svarer, C. & Knudsen, Gitte Moos, 28 Jun 2015.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  14. 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 proceeding › Article in proceedings › Research › peer-review

  15. 2014

  16. Approximate false positive rate control in selection frequency for random forest

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

    Research output: Contribution to journal › Journal article › Research

  17. 2013
  18. 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 proceeding › Article in proceedings › Research › peer-review

  19. 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/Report › Report › Research

  20. 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 proceeding › Article in proceedings › Research › peer-review

  21. 2012

  22. 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 journal › Journal article › Research › peer-review

  23. Published

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women

    Ganz, Melanie, de Bruijne, Marleen, Dam, E. B., Pettersen, P., Karsdal, M. A., Christiansen, C. & Nielsen, Mads, 2012, In: International Journal of Biomedical Imaging. 2012, 8 p., 459286.

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

  24. 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 journal › Journal article › Research › peer-review

  25. 2011
  26. Published

    Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome

    Barascuk, N., Ganz, Melanie, Nielsen, Mads, Register, T. C., Rasmussen, L. M., A. Karsdal, M. & Christiansen, C., 2011, In: B M C Cardiovascular Disorders. 11, 9 p., 11.

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

  27. Published

    Automated Detection and Analysis of Calcified Deposits and Their Relation to Cardiovascular Diseases

    Ganz, Melanie, 2011

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

  28. Published

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women

    Nielsen, Mads, Ganz, Melanie, de Bruijne, Marleen, Dam , E., Karsdal , M. & Christiansen , C., 2011. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  29. 2010
  30. Published

    Growth patterns of abdominal atherosclerotic calcified deposits from lumbar lateral X-rays

    Erleben, L. L., Ganz, Melanie, Barascuk, N., Dam, E. B. & Nielsen, Mads, 2010, In: International Journal of Cardiovascular Imaging. 26, 7, p. 751-761 11 p.

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

  31. Published

    MACD - an imaging marker for cardiovascular disease

    Ganz, Melanie, de Bruijne, Marleen & Nielsen, Mads, 2010, Medical Imaging 2010: computer-aided diagnosis. Karssemeijer, N. & Summers, R. M. (eds.). SPIE - International Society for Optical Engineering, 9 p. 76240

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

  32. Published

    Patch-based generative shape model and MDL model selection for statistical analysis of archipelagos

    Ganz, Melanie, Nielsen, Mads & Brandt, S., 2010, Machine Learning in Medical Imaging: First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. Proceedings. Wang, F., Yan, P., Suzuki, K. & Shen, D. (eds.). Springer, p. 34-41 8 p. (Lecture notes in computer science, Vol. 6357).

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

  33. Published

    Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women

    Nielsen, Mads, Ganz, Melanie, Lauze, Francois Bernard, Pettersen, P. C., de Bruijne, Marleen, Clarkson, T. B., Dam, E. B., Christiansen, C. & Karsdal, M. A., 2010, In: BMC Cardiovascular Disorders. 10, 10 p., 56.

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

  34. 2009
  35. Published

    BMD PREDICTION OF DEATH IS ENCAPSULATED BY THE MORPHOLOGICAL ATHEROSCLEROSIS CALCIFICATION DISTRIBUTION (MACD) INDEX

    Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2009, In: Bone. suppl. 2, p. S265 1 p.

    Research output: Contribution to journal › Conference abstract in journal › Research

  36. Published

    Dense Iterative Contextual Pixel Classification using Kriging

    Ganz, Melanie, Loog, M., Brandt, S. & Nielsen, Mads, 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. . p. 87-93 7 p.

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

  37. Published

    Growth analysis of individual abdominal atherosclerotic calcified deposits

    Larsen, L. L., Ganz, Melanie & Nielsen, Mads, 2009. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research

  38. 2008
  39. Published

    Automated Quantification of the Morphological Atherosclerotic Calcification Distribution on X-Rays Is a Strong Predictor of Mortality in Postmenopausal Women

    Christiansen, C., Karsdal, M., Lauze, Francois Bernard, Dam, E., Ganz, Melanie, de Bruijne, Marleen, Sørensen, M., Barascuk, N. & Nielsen, Mads, 2008, In: Arteriosclerosis, Thrombosis, and Vascular Biology. 6, p. e48-e48 1 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  40. Published

    Morphological Atherosclerosis Calcification Distribution (MACD) Index is a Strong Predictor of Cardio-Vascular Death and Include Predictive Power of BMD

    Christiansen, C., Karsdal, M., Ganz, Melanie, Dam, E. & Nielsen, Mads, 2008. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research

  41. Published

    Growth Pattern of Atherosclerotic Calcifications

    Larsen, L. L., Ganz, Melanie, Dam, E., Dandu, N. & Nielsen, Mads, 2008, CVII '08: Second International Workshop on Computer vision for intracardiac and intravascular imaging, held in New York, USA, September 10, 2008 in conjunction with the 11th MICCAI conference. Sabancí Üniversítesí. 34956 Tuzla, Istanbul, p. 63-70

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

  42. Published

    Superior assessment of CVD death by MACD index compared with the framingham score is highly associated with predisposition to diabetes

    Soltyskinska, E., Barascuk, N., Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2008. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research

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