Melanie Ganz-Benjaminsen
Associate Professor - Promotion Programme
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
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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
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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
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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
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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
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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
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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
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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
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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
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
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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
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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
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Automated Detection and Analysis of Calcified Deposits and Their Relation to Cardiovascular Diseases
Ganz, Melanie, 2011Research output: Book/Report › Ph.D. thesis › Research
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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
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 - 2151Research output: Contribution to journal › Journal article › Research › peer-review
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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
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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
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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
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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
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, 614Research output: Contribution to journal › Journal article › Research › peer-review
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
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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, , 2021, In: GigaScience. 10, 8, p. 1-14Research output: Contribution to journal › Review › Research › peer-review
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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, 9Research output: Contribution to journal › Journal article › Research › peer-review
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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
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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
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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
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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, , 2018, In: NeuroImage. 183, p. 150-172 23 p.Research output: Contribution to journal › Journal article › Research › peer-review
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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. 161–166Research output: Contribution to journal › Journal article › Research › peer-review
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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
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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
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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
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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
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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
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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
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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
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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
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
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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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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
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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
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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. 63-70Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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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
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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
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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, , 2020, In: Journal of Cerebral Blood Flow and Metabolism. 40, 8, p. 1576–1585Research output: Contribution to journal › Journal article › Research › peer-review
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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
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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
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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
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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
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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. 76240Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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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
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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
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Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
1101
downloads
Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
919
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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
Published