Melanie Ganz-Benjaminsen
Associate Professor - Promotion Programme
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
- 2023
- 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
- 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, , 23 Jan 2023, In: BMC Psychiatry. 23, 1, 18 p., 59.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 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
- 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, , 2023, In: BMC Pediatrics. 23, 1, 14 p., 544.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Data sharing in neuroimaging: experiences from the BIDS project
Ganz, Melanie & Poldrack, R. A., 2023, In: Nature Reviews Neuroscience. 24, 12, p. 729-730Research output: Contribution to journal › Comment/debate › Research › peer-review
- 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
- 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
- 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
- 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. 6139-6148Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 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, , 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 19955-19966Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2022
- 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, , 2022, arXiv.org, p. 1_30.Research output: Working paper › Preprint › Research
- 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
- 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
- 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
- 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
- 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, , 2022, In: Nature Neuroscience. 25, p. 1569–1581Research output: Contribution to journal › Journal article › Research › peer-review
- 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, , 2022, In: NeuroImage. 263, 19 p., 119623.Research output: Contribution to journal › Review › Research › peer-review
- 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, , 2022, In: Scientific Data. 9, 1, p. 1-7 65.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 2021
- 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. 24-25Research output: Contribution to journal › Conference abstract in journal › Research
- 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
- Published
Pretreatment qEEG biomarkers for predicting pharmacological treatment outcome in major depressive disorder: Independent validation from the NeuroPharm study
Ip, C. T., Olbrich, S., Ganz, Melanie, Ozenne, Brice Maxime Hugues, Köhler-Forsberg, K., Dam, V. H., Beniczky, S., Jørgensen, Martin Balslev, Frøkjær, Vibe Gedsø, Søgaard, B., Christensen, S. R. & Knudsen, Gitte Moos, Aug 2021, In: European Neuropsychopharmacology. 49, p. 101-112 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
ID: 3445691
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Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
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Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women
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Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome
Research output: Contribution to journal › Journal article › Research › peer-review
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