Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor - Promotion Programme


  1. 2023
  2. Published

    Are demographically invariant models and representations in medical imaging fair?

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

    Research output: Working paperPreprintResearch

  3. 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., Frøkjær, Vibe Gedsø, Ganz, Melanie, Garcia, J., Godlewska, B. R., Hassel, S., Ho, K., McIntosh, A. M., Qin, K., Rotzinger, S., Sacchet, M. D., 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 journalJournal articlepeer-review

  4. 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 journalJournal articlepeer-review

  5. 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 journalLetterpeer-review

  6. 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 journalJournal articlepeer-review

  7. 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 proceedingArticle in proceedingsResearchpeer-review

  8. 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 journalJournal articlepeer-review

  9. 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. & Plavén-Sigray, P., 2023, bioRxiv, 14 p.

    Research output: Working paperPreprintResearch

  10. 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 journalJournal articlepeer-review

  11. 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., de Bruijne, Marleen, Depeursinge, A., 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, arXiv.org.

    Research output: Working paperPreprintResearch

ID: 3445691