Melanie Ganz-Benjaminsen
Associate Professor - Promotion Programme
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
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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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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
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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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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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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
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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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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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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
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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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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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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
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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
- E-pub ahead of print
Multimodal brain age prediction using machine learning: combining structural MRI and 5-HT2AR PET-derived features
Dörfel, Ruben Paul, Arenas-Gomez, J. M., Svarer, C., Ganz, Melanie, Knudsen, Gitte Moos, Svensson, J. E. & Plavén-Sigray, P., 2024, (E-pub ahead of print) In: GeroScience.Research output: Contribution to journal › Journal article › 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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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
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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
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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
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
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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
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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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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
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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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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
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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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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
Relevant feature set estimation with a knock-out strategy and random forests
Ganz, Melanie, Greve, D. N., Fischl, B. & Konukoglu, E., 2015, In: NeuroImage. 122Research output: Contribution to journal › Journal article › Research › peer-review
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
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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
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
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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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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
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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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
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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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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
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
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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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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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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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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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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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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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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
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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
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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. 30-43Research output: Contribution to journal › Journal article › Research › peer-review
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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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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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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-S417Research output: Contribution to journal › Conference abstract in journal › 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
- 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
ID: 3445691
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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
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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
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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