Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor - Promotion Programme

ORCID: 0000-0002-9120-8098

Publication year:
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  1. 2024
  2. E-pub ahead of print

    Multimodal brain age prediction using machine learning: combining structural MRI and 5-HT2AR PET-derived features

    Dörfel, Ruben Paul, Arenas-Gomez, J. M., Svarer, C., Ganz, Melanie, Knudsen, Gitte Moos, Svensson, J. E. & Plavén-Sigray, P., 2024, (E-pub ahead of print) In: GeroScience.

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

  3. 2023
  4. Published

    Prediction of brain age using structural magnetic resonance imaging: A comparison of accuracy and test–retest reliability of publicly available software packages

    Dörfel, R. P., Arenas-Gomez, J. M., Fisher, Patrick Mac Donald, Ganz, Melanie, Knudsen, Gitte Moos, Svensson, J. E. & Plavén-Sigray, P., 2023, In: Human Brain Mapping. 44, 17, p. 6139-6148

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

  5. Published

    Why is the winner the best?

    Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., Bruijne, M. D., Depeursinge, A. & 105 others, Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, Melanie, Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., Wijnen, K. V., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D. B., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., Faura, Á. G., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M. H., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A. & Maier-Hein, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 19955-19966

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

  6. Published

    AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale

    Fu, C. H. Y., Erus, G., Fan, Y., Antoniades, M., Arnone, D., Arnott, S. R., Chen, T., Choi, K. S., Fatt, C. C., Frey, B. N., Frokjaer, V. G., Ganz, M., Garcia, J., Godlewska, B. R., Hassel, S., Ho, K., McIntosh, A. M., Qin, K., Rotzinger, S., Sacchet, M. D. & 29 others, Savitz, J., Shou, H., Singh, A., Stolicyn, A., Strigo, I., Strother, S. C., Tosun, D., Victor, T. A., Wei, D., Wise, T., Woodham, R. D., Zahn, R., Anderson, I. M., Deakin, J. F. W., Dunlop, B. W., Elliott, R., Gong, Q., Gotlib, I. H., Harmer, C. J., Kennedy, S. H., Knudsen, Gitte Moos, Mayberg, H. S., Paulus, M. P., Qiu, J., Trivedi, M. H., Whalley, H. C., Yan, C., Young, A. H. & Davatzikos, C., 23 Jan 2023, In: BMC Psychiatry. 23, 1, 18 p., 59.

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

  7. Published

    Data sharing in neuroimaging: experiences from the BIDS project

    Ganz, Melanie & Poldrack, R. A., 2023, In: Nature Reviews Neuroscience. 24, 12, p. 729-730

    Research output: Contribution to journal › Comment/debate › Research › peer-review

  8. Published

    Cerebral Palsy – Early Diagnosis and Intervention Trial: protocol for the prospective multicentre CP-EDIT study with focus on diagnosis, prognostic factors, and intervention

    Hoei-Hansen, C. E., Weber, L., Johansen, M., Fabricius, R., Hansen, J. K., Viuff, A. C. F., Rønde, G., Hahn, G. H., Østergaard, E., Duno, M., Larsen, V. A., Madsen, C. G., Røhder, K., Elvrum, A. K. G., Laugesen, B., Ganz, M., Madsen, K. S., Willerslev-Olsen, M., Debes, N. M., Christensen, J. & 2 others, Christensen, R. & Rackauskaite, G., 2023, In: BMC Pediatrics. 23, 1, 14 p., 544.

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

  9. Published

    Bias in context: What to do when complete bias removal is not an option

    Holm, Sune Hannibal, Petersen, E., Ganz, Melanie & Feragen, A., 2023, In: Proceedings of the National Academy of Sciences of the United States of America. 120, 23, 1 p., e2304710120.

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

  10. Published

    Association between the loudness dependence of auditory evoked potential, serotonergic neurotransmission and treatment outcome in patients with depression

    Ip, C., Ganz, Melanie, Ozenne, Brice Maxime Hugues, Olbrich, S., Beliveau, V., Dam, V. H., Köhler-Forsberg, K., Jørgensen, Martin Balslev, Frøkjær, Vibe Gedsø & Knudsen, Gitte Moos, 2023, In: European Neuropsychopharmacology. 70, p. 32-44 13 p.

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

  11. Published

    Deep phenotyping towards precision psychiatry of first-episode depression - the Brain Drugs-Depression cohort

    Jensen, Kristian HR, Dam, V. H., Ganz, Melanie, Fisher, Patrick Mac Donald, Ip, C., Sankar, A., Marstrand-Joergensen, M. R., Ozenne, Brice Maxime Hugues, Osler, Merete, Penninx, B. W. J. H., Pinborg, Lars Hageman, Frokjaer, V. G., Knudsen, Gitte Moos & Jørgensen, Martin Balslev, 2023, In: BMC Psychiatry. 23, 1, 15 p., 151.

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

  12. Published

    Postprocessing of MRIs Using FreeSurfer in Epilepsy Surgery Patients Provides an Excellent Imaging Marker of Hippocampal Sclerosis but Fails to Separate Subtypes

    Kloster, A. G., Opheim, G., Alfstad, K., Larsen, K. B., Niehusmann, P., Holm, E., Fink-Jensen, P., Lund, Eva Løbner, Jespersen, B., Ivanovic, J., Rubboli, Guido, Madsen, C. G., Marthinsen, P. B., Ganz, Melanie, Lossius, M. & Pinborg, Lars Hageman, 2023, In: Acta Neurologica Scandinavica. 2023, 10 p., 2366355.

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

  13. 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

  14. 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

  15. 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

  16. 2022
  17. Published

    Generalizability of treatment outcome prediction in major depressive disorder using structural MRI: A NeuroPharm study

    Beliveau, V., Hedeboe, E., Fisher, P. M., Dam, V. H., Jørgensen, Martin Balslev, Frøkjær, Vibe Gedsø, Knudsen, Gitte Moos & Ganz, Melanie, 2022, In: NeuroImage. Clinical. 36, 9 p., 103224.

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

  18. Published

    Hippocampal volume changes in a pharmacological sex-hormone manipulation risk model for depression in women

    Borgsted, C., Hoegsted, E., Henningsson, S., Pinborg, Anja, Ganz, Melanie & Frøkjær, Vibe Gedsø, 2022, In: Hormones and Behavior. 145, 105234.

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

  19. Published

    Biomedical image analysis competitions: The state of current participation practice

    Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Godau, P., Cheplygina, V., Kozubek, M., Ali, S., Gupta, A., Kybic, J., Noble, A., Solórzano, C. O. D., Pachade, S., Petitjean, C., Sage, D., Wei, D., Wilden, E., Alapatt, D. & 31 others, Andrearczyk, V., Baid, U., Bakas, S., Balu, N., Bano, S., Bawa, V. S., Bernal, J., Bodenstedt, S., Casella, A., Choi, J., Commowick, O., Daum, M., Depeursinge, A., Dorent, R., Egger, J., Eichhorn, H., Engelhardt, S., Ganz, Melanie, Girard, G., Hansen, L., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Kim, H., Thambawita, V., Zhao, X., Lund, C. B., Ren, J., Yang, L. & MICCAI challenge collaboration, M. C. C., 2022, arXiv.org, p. 1_30.

    Research output: Working paper › Preprint › Research

  20. Published

    Emotional faces processing in major depressive disorder and prediction of antidepressant treatment response: A NeuroPharm study

    Fisher, P. M., Ozenne, Brice Maxime Hugues, Ganz, Melanie, Frøkjær, Vibe Gedsø, Dam, Vibeke Høyrup, Penninx, B. W., Sankar, A., Miskowiak, Kamilla, Jensen, P. S., Knudsen, Gitte Moos & Jørgensen, Martin Balslev, 2022, In: Journal of psychopharmacology (Oxford, England). 36, 5, p. 626-636 11 p.

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

  21. Published

    Mapping neurotransmitter systems to the structural and functional organization of the human neocortex

    Hansen, J. Y., Shafiei, G., Markello, R. D., Smart, K., Cox, S. M. L., Nørgaard, M., Beliveau, V., Wu, Y., Gallezot, J-D., Aumont, É., Servaes, S., Scala, S. G., DuBois, J. M., Wainstein, G., Bezgin, G., Funck, T., Schmitz, T. W., Spreng, R. N., Galovic, M., Koepp, M. J. & 22 others, Duncan, J. S., Coles, J. P., Fryer, T. D., Aigbirhio, F. I., McGinnity, C. J., Hammers, A., Soucy, J., Baillet, S., Guimond, S., Hietala, J., Bedard, M., Leyton, M., Kobayashi, E., Rosa-Neto, P., Ganz, Melanie, Knudsen, Gitte Moos, Palomero-Gallagher, N., Shine, J. M., Carson, R. E., Tuominen, L., Dagher, A. & Misic, B., 2022, In: Nature Neuroscience. 25, p. 1569–1581

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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 2021
  27. Published

    Reward processing in major depressive disorder and prediction of treatment response – Neuropharm study

    Brandt, Ida Marie, Köhler-Forsberg, K., Ganz, Melanie, Ozenne, Brice Maxime Hugues, Jørgensen, Martin Balslev, Poulsen, A., Knudsen, Gitte Moos, Frøkjær, Vibe Gedsø & Fisher, P. M., 2021, In: European Neuropsychopharmacology. 44, p. 23-33 11 p.

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

  28. Published

    Characterisation of Children's Head Motion for Magnetic Resonance Imaging With and Without General Anaesthesia

    Eichhorn, H., Vascan, A., Nørgaard, M., Ellegaard, A. H., Slipsager, J. M., Keller, S. H., Marner, Lisbeth & Ganz, Melanie, 2021, In: Frontiers in Radiology. 1, p. 1-10 789632.

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

  29. Published

    False positive rates in positron emission tomography (PET) voxelwise analyses

    Ganz, Melanie, Nørgaard, M., Beliveau, V., Svarer, C., Knudsen, Gitte Moos & Greve, D. N., 1 Jul 2021, In: Journal of Cerebral Blood Flow and Metabolism. 41, 7, p. 1647-1657 11 p.

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

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ID: 3445691