Melanie Ganz-Benjaminsen
Lektor - forfremmelsesprogrammet
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
- Udgivet
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., s. 817-829 13 s. (ACM International Conference Proceeding Series).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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. (red.). Springer, Bind Part 1. s. 88-98 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13431 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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, s. 706-719 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11361 LNCS).Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
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. (red.). Springer, Bind 11764. s. 196-204 9 s. (Lecture Notes in Computer Science, Bind 11767).Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
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 s. 8423962Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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, s. 63-70Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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. (red.). Springer Publishing Company, s. 171-178 8 s. (Lecture notes in computer science, Bind 8184).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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. (red.). Springer, s. 34-41 8 s. (Lecture notes in computer science, Bind 6357).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Permutations Tests for Binary Classification:Revisited
Ganz, Melanie & Konukoglu, E., 2017, (Accepteret/In press) Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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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
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