Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Associate Professor - Promotion Programme

ORCID: 0000-0002-9120-8098

Publication year:
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1 - 82 out of 82Page size: 500
  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, 9 p.

    Research output: Working paper › Preprint › Research

  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., 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

  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 journal › Journal article › Research › peer-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 journal › Letter › Research › peer-review

  6. 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

  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

    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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 2022
  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 2021
  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. Published

    NeuroPharm study: EEG wakefulness regulation as a biomarker in MDD

    Ip, C. T., Ganz, Melanie, Dam, V. H., Ozenne, Brice Maxime Hugues, Rüesch, A., Köhler-Forsberg, K., Jørgensen, Martin Balslev, Frøkjær, Vibe Gedsø, Søgaard, B., Christensen, S. R., Knudsen, Gitte Moos & Olbrich, S., 2021, In: Journal of Psychiatric Research. 141, p. 57-65 9 p.

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

  33. 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

  34. Published

    Precision medicine in the treatment of first-episode depression - establishing the BrainDrugs-Depression Cohort

    Jensen, K. R., Dam, V. H., Ganz, Melanie, Fisher, P. M., Osler, M., Frøkjær, Vibe Gedsø, Knudsen, Gitte Moos & Jørgensen, Martin Balslev, 2021, In: European Neuropsychopharmacology. 53, p. S416-S417

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

  35. 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

  36. 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

  37. 2020
  38. Published

    Kan kunstig intelligens give fair forudsigelser?

    Holm, Sune Hannibal, Ganz, Melanie & Feragen, A., 29 Nov 2020, Videnskab.dk, ForskerZonen.

    Research output: Other contribution › Net publication - Internet publication › Communication

  39. Published

    Algoritmer kopierer lægers fordomme om race og køn

    Ganz, Melanie, Holm, Sune Hannibal & Feragen, A., 4 Jun 2020, In: Dagbladet Politiken. p. 9 (sektion 2) 1 p.

    Research output: Contribution to journal › Contribution to newspaper - Comment/debate › Communication

  40. 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

  41. 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

  42. 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

  43. 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

  44. Published

    The structure of the serotonin system: A PET imaging study

    Beliveau, V., Ozenne, Brice Maxime Hugues, Strother, S., Greve, D. N., Svarer, C., Knudsen, Gitte Moos & Ganz, Melanie, 2020, In: NeuroImage. 205, 116240.

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

  45. 2019
  46. 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

  47. 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

  48. 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

  49. 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

  50. Published

    The structure of the serotonin system: a PET imaging study

    Beliveau, V., Ozenne, Brice Maxime Hugues, Strother, S., Greve, D. N., Svarer, C., Knudsen, Gitte Moos & Ganz, Melanie, 2019, In: Journal of Cerebral Blood Flow and Metabolism. 39, p. 614-615 2 p.

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

  51. 2018
  52. Published

    Pre-intervention test-retest reliability of EEG and ERP over four recording intervals

    Ip, C., Ganz, Melanie, Ozenne, Brice Maxime Hugues, Sluth, L. B., Gram, M., Viardot, G., l'Hostis, P., Danjou, P., Knudsen, Gitte Moos & Christensen, S. R., 1 Dec 2018, In: International Journal of Psychophysiology. 134, p. 30-43

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

  53. Published

    Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images

    Carass, A., Cuzzocreo, J. L., Han, S., Hernandez-Castillo, C. R., Rasser, P. E., Ganz, M., Beliveau, V., Dolz, J., Ben Ayed, I., Desrosiers, C., Thyreau, B., Romero, J. E., Coupé, P., Manjón, J. V., Fonov, V. S., Collins, D. L., Ying, S. H., Onyike, C. U., Crocetti, D., Landman, B. A. & 3 others, Mostofsky, S. H., Thompson, P. M. & Prince, J. L., 2018, In: NeuroImage. 183, p. 150-172 23 p.

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

  54. 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

  55. 2017

  56. 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

  57. Published

    Cerebellar heterogeneity and its impact on PET data quantification of 5-HT receptor radioligands

    Ganz, Melanie, Feng, L., Hansen, H. D., Beliveau, V., Svarer, C. & Knudsen, Gitte Moos, Sep 2017, In: Journal of Cerebral Blood Flow and Metabolism. 37, 9

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

  58. Permutation tests for classification: Revisited

    Ganz, Melanie & Konukoglu, E., 14 Jul 2017, 2017 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2017. Institute of Electrical and Electronics Engineers Inc.

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

  59. Published

    A High-Resolution In Vivo Atlas of the Human Brain's Serotonin System

    Beliveau, V., Ganz, Melanie, Feng, L., Ozenne, Brice Maxime Hugues, Højgaard, Liselotte, Fisher, P. M., Svarer, C., Greve, D. N. & Knudsen, Gitte Moos, 4 Jan 2017, In: The Journal of Neuroscience. 37, 1, p. 120-128 9 p.

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

  60. Published

    Crowdsourcing for error detection in cortical surface delineations

    Ganz, Melanie, Kondermann, D., Andrulis, J., Knudsen, Gitte Moos & Maier-Hein, L., Jan 2017, In: International Journal of Computer Assisted Radiology and Surgery. 12, 1, p. 161–166

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

  61. Published

    BASELINE RELIABILITY OF EEG AND ERP IN A FOUR-WAY CROSSOVER STUDY IN HEALTHY SUBJECTS

    Ip, C., Ganz, Melanie, Ozenne, Brice Maxime Hugues, Sluth, L., Gram, M., Viardot, G., l'Hostis, P., Danjou, P., Kundsen, G. & Christensen, S., 2017, p. S59. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  62. 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

  63. Permutations Tests for Binary Classification:Revisited

    Ganz, Melanie & Konukoglu, E., 2017, (Accepted/In press) Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI).

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

  64. 2015

  65. Vermis - to exclude or not exclude? Defining a proper reference region for PET modelling of the serotonin system

    Ganz, Melanie, Hansen, H. D., Beliveau, V., Feng, L., Svarer, C. & Knudsen, Gitte Moos, 28 Jun 2015.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  66. Published

    High-resolution surface and volume-based in vivo atlas of the serotonin system in the healthy brain

    Beliveau, V., Ganz, Melanie, Svarer, C., Knudsen, Gitte Moos & Greve, D. N., 18 Jun 2015.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  67. 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

  68. Relevant feature set estimation with a knock-out strategy and random forests

    Ganz, Melanie, Greve, D. N., Fischl, B. & Konukoglu, E., 2015, In: NeuroImage. 122

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

  69. Serotonin 2A receptor agonist binding in the human brain with [11C]Cimbi-36: test-retest reproducibility and comparison with [18F]altanserin

    Ettrup, A., Svarer, C., McMahon, B., da Cunha-Bang, S., Lehel, S., Møller, K., Dyssegaard, A., Ganz, Melanie, Beliveau, V., Jørgensen, L. M., Gillings, N. & Knudsen, Gitte Moos, 2015.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  70. 2014

  71. 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

  72. 2013
  73. Published

    An improved optimization method for the relevance voxel machine

    Ganz, Melanie, Sabuncu, M. R. & Van Leemput, K., 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, p. 147-154 8 p. (Lecture notes in computer science, Vol. 8184).

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

  74. 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

  75. Published

    The improved relevance voxel machine

    Ganz, Melanie, Sabuncu, M. & Leemput, K. V., 2013, Technical University of Denmark. 19 p. (DTU Compute Technical Report, Vol. 2013-10).

    Research output: Book/Report › Report › Research

  76. 2012

  77. Automatic Segmentation of Polyps in Colonoscopic Narrow-Band Imaging Data

    Ganz, Melanie, Yang, X. & Slabaugh, G., Aug 2012, In: IEEE Transactions on Biomedical Engineering. 59, 8, p. 2144 - 2151

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

  78. 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

  79. Published

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women

    Ganz, Melanie, de Bruijne, Marleen, Dam, E. B., Pettersen, P., Karsdal, M. A., Christiansen, C. & Nielsen, Mads, 2012, In: International Journal of Biomedical Imaging. 2012, 8 p., 459286.

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

  80. 2011
  81. Published

    Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome

    Barascuk, N., Ganz, Melanie, Nielsen, Mads, Register, T. C., Rasmussen, L. M., A. Karsdal, M. & Christiansen, C., 2011, In: B M C Cardiovascular Disorders. 11, 9 p., 11.

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

  82. Published

    Automated Detection and Analysis of Calcified Deposits and Their Relation to Cardiovascular Diseases

    Ganz, Melanie, 2011

    Research output: Book/Report › Ph.D. thesis › Research

  83. 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

  84. 2010
  85. 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

  86. Published

    Growth patterns of abdominal atherosclerotic calcified deposits from lumbar lateral X-rays

    Erleben, L. L., Ganz, Melanie, Barascuk, N., Dam, E. B. & Nielsen, Mads, 2010, In: International Journal of Cardiovascular Imaging. 26, 7, p. 751-761 11 p.

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

  87. Published

    MACD - an imaging marker for cardiovascular disease

    Ganz, Melanie, de Bruijne, Marleen & Nielsen, Mads, 2010, Medical Imaging 2010: computer-aided diagnosis. Karssemeijer, N. & Summers, R. M. (eds.). SPIE - International Society for Optical Engineering, 9 p. 76240

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

  88. Published

    Patch-based generative shape model and MDL model selection for statistical analysis of archipelagos

    Ganz, Melanie, Nielsen, Mads & Brandt, S., 2010, Machine Learning in Medical Imaging: First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. Proceedings. Wang, F., Yan, P., Suzuki, K. & Shen, D. (eds.). Springer, p. 34-41 8 p. (Lecture notes in computer science, Vol. 6357).

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

  89. 2009
  90. Published

    BMD PREDICTION OF DEATH IS ENCAPSULATED BY THE MORPHOLOGICAL ATHEROSCLEROSIS CALCIFICATION DISTRIBUTION (MACD) INDEX

    Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2009, In: Bone. suppl. 2, p. S265 1 p.

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

  91. Published

    Dense Iterative Contextual Pixel Classification using Kriging

    Ganz, Melanie, Loog, M., Brandt, S. & Nielsen, Mads, 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. . p. 87-93 7 p.

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

  92. 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

  93. 2008
  94. Published

    Automated Quantification of the Morphological Atherosclerotic Calcification Distribution on X-Rays Is a Strong Predictor of Mortality in Postmenopausal Women

    Christiansen, C., Karsdal, M., Lauze, Francois Bernard, Dam, E., Ganz, Melanie, de Bruijne, Marleen, Sørensen, M., Barascuk, N. & Nielsen, Mads, 2008, In: Arteriosclerosis, Thrombosis, and Vascular Biology. 6, p. e48-e48 1 p.

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

  95. 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

  96. Published

    Morphological Atherosclerosis Calcification Distribution (MACD) Index is a Strong Predictor of Cardio-Vascular Death and Include Predictive Power of BMD

    Christiansen, C., Karsdal, M., Ganz, Melanie, Dam, E. & Nielsen, Mads, 2008. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research

  97. 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

ID: 3445691