Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor - Promotion Programme

ORCID: 0000-0002-9120-8098

Publication year:
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11 - 20 out of 82Page size: 10
  1. 2023
  2. 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

  3. 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

  4. 2022
  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

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ID: 3445691