Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor - Promotion Programme

ORCID: 0000-0002-9120-8098

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  1. Published

    Guidelines for the content and format of PET brain data in publications and archives: A consensus paper

    Knudsen, G. M., Ganz, M., Appelhoff, S., Boellaard, R., Bormans, G., Carson, R. E., Catana, C., Doudet, D., Gee, A. D., Greve, D. N., Gunn, R. N., Halldin, C., Herscovitch, P., Huang, H., Keller, S. H., Lammertsma, A. A., Lanzenberger, R., Liow, J-S., Lohith, T. G., Lubberink, M. & 24 others, Lyoo, C. H., Mann, J. J., Matheson, G. J., Nichols, T. E., Nørgaard, M., Ogden, T., Parsey, R., Pike, V. W., Price, J., Rizzo, G., Rosa-Neto, P., Schain, M., Scott, P. J., Searle, G., Slifstein, M., Suhara, T., Talbot, P. S., Thomas, A., Veronese, M., Wong, D. F., Yaqub, M., Zanderigo, F., Zoghbi, S. & Innis, R. B., 2020, In: Journal of Cerebral Blood Flow and Metabolism. 40, 8, p. 1576–1585

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

  2. 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

  3. 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

  4. Published

    Predicting Treatment Outcome in Major Depressive Disorder Using Serotonin 4 Receptor PET Brain Imaging, Functional MRI, Cognitive-, EEG-Based, and Peripheral Biomarkers: A NeuroPharm Open Label Clinical Trial Protocol

    Köhler-Forsberg, K., Jørgensen, Anders, Dam, V. H., Stenbæk, Dea Siggaard, Fisher, P. M., Ip, C. T., Ganz, Melanie, Poulsen, Henrik Enghusen, Giraldi, Annamaria Giovanna Elena, Ozenne, Brice Maxime Hugues, Jørgensen, Martin Balslev, Knudsen, Gitte Moos & Frøkjær, Vibe Gedsø, 2020, In: Frontiers in Psychiatry. 11, 15 p., 641.

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

  5. Published

    Hippocampal volume changes are linked to depressive symptoms independent of sex-steroid hormone manipulation: a pharmacological structural MRI study

    Larsen, C. B., Ganz, Melanie, Henningsson, S., Pinborg, Anja & Frøkjær, Vibe Gedsø, 2020, In: European Neuropsychopharmacology. 40, Suppl. 1, p. S159-S160 2 p.

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

  6. 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

  7. 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

  8. Published

    Centering inclusivity in the design of online conferences - An OHBM-Open Science perspective

    Levitis, E., van Praag, C. D. G., Gau, R., Heunis, S., DuPre, E., Kiar, G., Bottenhorn, K. L., Glatard, T., Nikolaidis, A., Whitaker, K. J., Mancini, M., Niso, G., Afyouni, S., Alonso-Ortiz, E., Appelhoff, S., Arnatkeviciute, A., Atay, S. M., Auer, T., Baracchini, G., Bayer, J. M. M. & 89 others, Beauvais, M. J. S., Bijsterbosch, J. D., Bilgin, I. P., Bollmann, S., Bollmann, S., Botvinik-Nezer, R., Bright, M. G., Calhoun, V. D., Chen, X., Chopra, S., Chuan-Peng, H., Close, T. G., Cookson, S. L., Craddock, R. C., De La Vega, A., De Leener, B., Demeter, D. V., Di Maio, P., Dickie, E. W., Eickhoff, S. B., Esteban, O., Finc, K., Frigo, M., Ganesan, S., Ganz, Melanie, Garner, K. G., Garza-Villarreal, E. A., Gonzalez-Escamilla, G., Goswami, R., Griffiths, J. D., Grootswagers, T., Guay, S., Guest, O., Handwerker, D. A., Herholz, P., Heuer, K., Huijser, D. C., Iacovella, V., Joseph, M. J. E., Karakuzu, A., Keator, D. B., Kobeleva, X., Kumar, M., Laird, A. R., Larson-Prior, L. J., Lautarescu, A., Lazari, A., Legarreta, J. H., Lv, J., Mansour L, S., Meunier, D., Moraczewski, D., Nandi, T., Nastase, S. A., Nau, M., Noble, S., Norgaard, M., Obungoloch, J., Oostenveld, R., Orchard, E. R., Pinho, A. L., Poldrack, R. A., Qiu, A., Raamana, P. R., Rokem, A., Rutherford, S., Sharan, M., Shaw, T. B., Syeda, W. T., Testerman, M. M., Toro, R., Valk, S. L., Van Den Bossche, S., Varoquaux, G., Váša, F., Veldsman, M., Vohryzek, J., Wagner, A. S., Walsh, R. J., White, T., Wong, F., Xie, X., Yan, C., Yang, Y., Yee, Y., Zanitti, G. E., Van Gulick, A. E., Duff, E. & Maumet, C., 2021, In: GigaScience. 10, 8, p. 1-14

    Research output: Contribution to journal › Review › Research › peer-review

  9. Published

    The braindrugs-epilepsy cohort - precision medicine in the treatment of epilepsy

    Marstrand-Joergensen, M. R., Dam, V. N. H., Vinter, K., Andersen, N. B., Ip, C. T., Høi-Hansen, Christina Engel, Born, A. P., Ozenne, Brice Maxime Hugues, Ganz, Melanie, Jørgensen, Martin Balslev, Hansen, Adam Espe, Beniczky, S., Frøkjær, Vibe Gedsø, Fisher, P. M., Ryvlin, P., Knudsen, Gitte Moos & Pinborg, Lars Hageman, 2021, In: European Neuropsychopharmacology. 53, p. S39-S40 2 p.

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

  10. 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

  11. 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

  12. Published

    Open and reproducible neuroimaging: from study inception to publication

    Niso, G., Botvinik-Nezer, R., Appelhoff, S., Vega, A. D. L., Esteban, O., Etzel, J. A., Finc, K., Ganz, M., Gau, R., Halchenko, Y. O., Herholz, P., Karakuzu, A., Keator, D. B., Markiewicz, C. J., Maumet, C., Pernet, C. R., Pestilli, F., Queder, N., Schmitt, T., Sójka, W. & 3 others, Wagner, A. S., Whitaker, K. J. & Rieger, J. W., 2022, In: NeuroImage. 263, 19 p., 119623.

    Research output: Contribution to journal › Review › Research › peer-review

  13. Published

    A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABA(A) receptors

    Norgaard, M., Beliveau, V., Ganz, Melanie, Svarer, C., Pinborg, Lars Hageman, Keller, S. H., Jensen, P. S., Greve, D. N. & Knudsen, Gitte Moos, Nov 2021, In: Journal of Cerebral Blood Flow and Metabolism. 41, 1_SUPPL, p. 24-25

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

  14. Published

    PET-BIDS, an extension to the brain imaging data structure for positron emission tomography

    Norgaard, M., Matheson, G. J., Hansen, H. D., Thomas, A., Searle, G., Rizzo, G., Veronese, M., Giacomel, A., Yaqub, M., Tonietto, M., Funck, T., Gillman, A., Boniface, H., Routier, A., Dalenberg, J. R., Betthauser, T., Feingold, F., Markiewicz, C. J., Gorgolewski, K. J., Blair, R. W. & 12 others, Appelhoff, S., Gau, R., Salo, T., Niso, G., Pernet, Cyril Raymond, Phillips, C., Oostenveld, R., Gallezot, J., Carson, R. E., Knudsen, Gitte Moos, Innis, R. B. & Ganz, Melanie, 2022, In: Scientific Data. 9, 1, p. 1-7 65.

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

  15. Published

    Different preprocessing strategies lead to different conclusions: A [11C]DASB-PET reproducibility study

    Nørgaard, M., Ganz, Melanie, Svarer, C., Frokjaer, V. G., Greve, D. N., Strother, S. C. & Knudsen, Gitte Moos, 2020, In: Journal of Cerebral Blood Flow and Metabolism. 40, 9, p. 1902-191 10 p.

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

  16. Published

    PET-BIDS, an extension to the brain imaging data structure for positron emission tomography

    Nørgaard, M., Matheson, G. J., Hansen, H. D., Thomas, A., Searle, G., Rizzo, G., Veronese, M., Giacomel, A., Yaqub, M., Tonietto, M., Funck, T., Gillman, A., Boniface, H., Routier, A., Dalenberg, J. R., Betthauser, T., Feingold, F., Markiewicz, C. J., Gorgolewski, K. J., Blair, R. W. & 12 others, Appelhoff, S., Gau, R., Salo, T., Niso, G., Pernet, C., Phillips, C., Oostenveld, R., Gallezot, J., Carson, R. E., Knudsen, Gitte Moos, Innis, R. B. & Ganz, Melanie, 2021, 8 p. (bioRxiv).

    Research output: Working paper › Preprint › Research

  17. Published

    The Impact of Preprocessing Pipeline Choice in Univariate and Multivariate Analyses of PET Data

    Nørgaard, M., Greve, D. N., Svarer, C., Strother, S. C., Knudsen, Gitte Moos & Ganz, Melanie, 2018, 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018. IEEE, 4 p. 8423962

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

  18. Published

    A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors

    Nørgaard, M., Beliveau, V., Ganz, Melanie, Svarer, C., Pinborg, Lars Hageman, Keller, S. H., Jensen, P. S., Greve, D. N. & Knudsen, Gitte Moos, 2021, In: NeuroImage. 232, 9 p., 117878.

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

  19. 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

  20. Published

    Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging

    Nørgaard, M., Ozenne, Brice Maxime Hugues, Svarer, C., Frokjaer, V. G., Schain, M., Strother, S. C. & Ganz, Melanie, 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV. Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, Vol. 11764. p. 196-204 9 p. (Lecture Notes in Computer Science, Vol. 11767).

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

  21. Published

    Optimization of preprocessing strategies in Positron Emission Tomography (PET) neuroimaging: A [11C]DASB PET study

    Nørgaard, M., Ganz, Melanie, Svarer, C., Frokjaer, V. G., Greve, D. N., Strother, S. C. & Knudsen, Gitte Moos, 2019, In: NeuroImage. 199, p. 466-479 14 p.

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

  22. Published

    Cerebral serotonin transporter measurements with [11C]DASB: A review on acquisition and preprocessing across 21 PET centres

    Nørgaard, M., Ganz, Melanie, Svarer, C., Feng, L., Ichise, M., Lanzenberger, R., Lubberink, M., Parsey, R. V., Politis, M., Rabiner, E. A., Slifstein, M., Sossi, V., Suhara, T., Talbot, P. S., Turkheimer, F., Strother, S. C. & Knudsen, Gitte Moos, 2019, In: Journal of Cerebral Blood Flow and Metabolism. 39, 2, p. 210-222 13 p.

    Research output: Contribution to journal › Review › Research › peer-review

  23. 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

  24. 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

  25. Published

    Psilocybin modulation of time-varying functional connectivity is associated with plasma psilocin and subjective effects

    Olsen, A. S., Lykkebo-Valløe, A., Ozenne, Brice Maxime Hugues, Madsen, M. K., Stenbæk, Dea Siggaard, Armand, Sophia, Mørup, M., Ganz, Melanie, Knudsen, Gitte Moos & Fisher, P. M., 2022, In: NeuroImage. 264, 12 p., 119716.

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

  26. Published

    Multi-view Consensus CNN for 3D Facial Landmark Placement

    Paulsen, R. R., Juhl, K. A., Haspang, T. M., Hansen, T., Ganz, Melanie & Einarsson, G., 2019, Computer Vision – ACCV 2018: 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part I. Springer, p. 706-719 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11361 LNCS).

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

  27. Published

    On (assessing) the fairness of risk score models

    Petersen, E., Ganz, Melanie, Holm, Sune Hannibal & Feragen, A., 2023, Proceedings of the 6th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023. Association for Computing Machinery, Inc., p. 817-829 13 p. (ACM International Conference Proceeding Series).

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

  28. Published

    Are demographically invariant models and representations in medical imaging fair?

    Petersen, E., Ferrante, E., Ganz, Melanie & Feragen, A., 2 May 2023, 9 p.

    Research output: Working paper › Preprint › Research

  29. Published

    Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer’s Disease Detection

    Alzheimer’s Disease Neuroimaging Initiative, A. D. N. I., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference Singapore, September 18–22, 2022 Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer, Vol. Part 1. p. 88-98 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13431 LNCS).

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

  30. Published

    The path toward equal performance in medical machine learning

    Petersen, E., Holm, Sune Hannibal, Ganz, Melanie & Feragen, A., 2023, In: Patterns. 4, 7, 9 p., 100790.

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

  31. 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

  32. 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

  33. Published

    Reproducibility of findings in modern PET neuroimaging: insight from the NRM2018 grand challenge

    and the Grand Challenge Participants#, A. T. G. C. P., Oct 2021, In: Journal of Cerebral Blood Flow and Metabolism. 41, 10, p. 2778-2796 19 p.

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

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