Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
3D analysis of craniofacial growth and tooth eruption in Apert syndrome
Kreiborg, S., Schleidt, D. T., Skovby, F., Larsen, P., Andresen, P. R., Nielsen, Mads & Darvann, T., 1999Research output: Book/Report › Book › Research › peer-review
3D techniques in studies on craniofacial anomalies
Kreiborg, S., Andresen, P. R., Darvann, T., Dorbrzeniecki, A., Hermann, N., Kitai, N., Larsen, P., Nielsen, Mads, Quistdorff, B. & Schleidt, D. T., 1999Research output: Book/Report › Book › Research › peer-review
- Published
4D shape-preserving modelling of bone growth
Andresen, P. R., Nielsen, Mads & Kreiborg, Sven, 1998, Medical Image Computing and Computer-Assisted Intervention - MICCAI’98: First International Conference Cambridge, MA, USA, October 11–13, 1998 Proceedings. Wells, W. M., Colchester, A. & Delp, S. (eds.). Springer, p. 710-719 10 p. (Lecture notes in computer science, Vol. 1496).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Osteoarthritic Cartilage is more Homogeneous than Healthy Cartilage – Identification of a Superior ROI Co-localised with a Major Risk Factor for Osteoarthritis
Qazi, A. A., Dam, E. B., Nielsen, Mads, Karsdal, M., Pettersen, P. & Christiansen, C., 1 Oct 2007, In: Academic Radiology. 14, 10, p. 1209-1220 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Bayes estimation of shape model with application to vertebrae boundaries
Crimi, A., Ghosh, A., Sporring, Jon & Nielsen, Mads, 2009, Medical Imaging 2009: Image Processing (Proceedings Volume). Vol. 7259. 8 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Low dose transdermal estradiol induces breast density and heterogeneity changes comparable to those of raloxifene
Nielsen, Mads, Raundahl, J., Pettersen, P., Loog, M., Karemore, G. R., Karsdal, M. & Christiansen, C., 2009, In: Menopause . 16, 4, p. 785-791 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- Published
A Computer-based Measure Using Normalized Heights Predicts Vertebral Fracture Independent of BMD in Post-menopausal Women
A. Ghosh, de Bruijne, Marleen, C. Pettersen, M. A. Karsdal, D. J. Leeming, C. Christiansen, P. & Nielsen, Mads, 2008, In: Journal of Bone and Mineral Research. suppl. S, p. S333 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
A Family of Principal Component Analyses for Dealing with Outliers
Iglesias, J. E., de Bruijne, Marleen, Loog, M., Lauze, F. B. & Nielsen, Mads, 2007, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007: 10th International Conference, Brisbane, Australia, October 29- November 2, 2007, Proceedings, Part II. Ayache, N., Ourselin, S. & Maeder, A. (eds.). Springer, p. 178-185 (Lecture notes in computer science; No. 4792).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
A PDE Solution of Brownian Warping
Nielsen, Mads & Johansen, P., 2004, Computer Vision - ECCV 2004: 8th European Conference on Computer Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part IV. <Forlag uden navn>, p. 180-191 (Lecture notes in computer science, Vol. 3024/2004).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A SVD Based Image Complexity Measure
Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2009, VISAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS. Vol. 2. p. 34-39 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
A Variational Algorithm For Motion Compensated Inpainting.
Lauze, F. & Nielsen, Mads, 2004, BMVC. p. 1-11 11 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
A Variational Method for Automatic Localization of the most Pathological ROI
Qazi, A. A., Dam, E., Loog, M., Nielsen, Mads, Lauze, Francois Bernard & Christiansen, C., 2008, Medical Imaging 2008: Image processing, Conference Proceedings. Reinhardt, J. M. & Pluim, J. P. W. (eds.). SPIE - International Society for Optical Engineering, p. Article 69140T 9 p. (Proceedings of SPIE; No. 6914).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A buffered online transfer learning algorithm with multi-layer network
Kang, Zhongfeng, Yang, B., Nielsen, Mads, Deng, L. & Yang, S., 2022, In: Neurocomputing. 488, p. 581-597 17 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A framework for optimizing measurement weight maps to minimize the required sample size
Qazi, A. A., Jørgensen, D. R., Lillholm, Martin, Loog, M., Nielsen, Mads & Dam, Erik Bjørnager, 2010, In: Medical Image Analysis. 14, 3, p. 255-264 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A geometric framework for statistics on trees
Feragen, A., Nielsen, Mads, Hauberg, S., Lo, P. C. P., de Bruijne, Marleen & Lauze, Francois Bernard, 2011, Department of Computer Science, University of Copenhagen. 47 p. (Koebenhavns Universitet. Datalogisk Institut. Rapport; No. 11/02).Research output: Book/Report › Report › Research
- Published
A longitudinal follow-up of COPD disease progression in a large cohort of smokers screened for early lung cancer: CBQ study
Ashraf, H., Edula, G., de Bruijne, Marleen, Nielsen, Mads, Dahlbäck, A. D. M. & Pedersen, J. H., 2009, In: American Journal of Respiratory and Critical Care Medicine. p. A1492 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
A method to determine the mammographic regions that show early changes due to the development of breast cancer
Karemore, G., Nielsen, Mads, Karssemeijer, N. & Brandt, S. S., 2014, In: Physics in Medicine and Biology. 59, 22, p. 6759-6773 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A multi-scale kernel bundle for LDDMM: towards sparse deformation description across space and scales
Sommer, Stefan Horst, Nielsen, Mads, Lauze, Francois Bernard & Pennec, X., 2011, Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. Székely, G. & Hahn, H. K. (eds.). Springer, p. 624-35 12 p. (Lecture notes in computer science, Vol. 6801).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A note on differential corner measures
Sporring, Jon, Nielsen, Mads, Weickert, J. & Olsen, O. F., 1998, Proceedings of 14th International Conference on Pattern Recognition (ICPR 14). p. 652-654Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A note on differential corner measures
Sporring, Jon, Nielsen, Mads, Weickert, J. & Olsen, O. F., 1998, (Technical Report; No. 1, Vol. 98).Research output: Book/Report › Report › Research
- Published
A novel and automatic mammographic texture resemblance marker is an independent risk factor for breast cancer
Nielsen, Mads, Karemore, G., Loog, M., Raundahl, J., Karssemeijer, N., Otten, J. D. M., Karsdal, M. A., Vachon, C. M. & Christiansen, C., 2011, In: Cancer Epidemiology. 35, 4, p. 381–387 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
A novel computer-based quantitative measurement of vertebral deformity in postmenopausal women: Implications for diagnosis and monitoring.
de Bruijne, M., Pettersen, P., Lund, M., Alexandersen, P., Tanko, L., Nielsen, Mads & Christiansen, C., 2006, JOURNAL OF BONE AND MINERAL RESEARCH. Vol. 21. p. S17-S17Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images
Conrad-Hansen, L. A., de Bruijne, M., Lauze, F., Tanko, L. B. & Nielsen, Mads, 2006, Medical Imaging. p. 61441F-61441FResearch output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
A splitting algorithm for directional regularization and sparsification
Rakêt, L. L. & Nielsen, Mads, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR). IEEE, p. 3094-3098 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A static SMC sampler on shapes for the automated segmentation of aortic calcifications
Petersen, P. K., Nielsen, Mads & Brandt, S. S., 2010, Computer Vision – ECCV 2010: 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part IV. Daniilidis, K., Maragos, P. & Paragios, N. (eds.). Springer, p. 666-679 14 p. (Lecture notes in computer science, Vol. 6314).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A statistical model for simultaneous template estimation, bias correction, and registration of 3D brain images
Pai, A. S. U., Sommer, Stefan Horst, Raket, L. L., Kühnel, L., Darkner, Sune, Sørensen, L. & Nielsen, Mads, 2017, Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Müller, H., Kelm, B. M., Arbel, T., Cai, W., Cardoso, M. J., Langs, G., Menze, B., Metaxas, D., Montillo, A., Wells, W. M., Zhang, S., Chung, A. C. S., Jenkinson, M. & Ribbens, A. (eds.). Springer, p. 151-159 9 p. (Lecture notes in computer science, Vol. 10081).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
A total variation motion adaptive deinterlacing scheme
Keller, S., Lauze, F. & Nielsen, Mads, 2005, Scale Space and PDE Methods in Computer Vision. Springer Science+Business Media, p. 408-418 11 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models
Mysling, P., Petersen, P. K., Nielsen, Mads & Lillholm, Martin, 2013, In: Machine Vision & Applications. 24, 7, p. 1421–1434 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
A variational method of finding brownian warps
Nielsen, Mads, 2004.Research output: Contribution to conference › Paper › Research › peer-review
- Published
AI supported fetal echocardiography with quality assessment
Taksoee-Vester, C. A., Mikolaj, K., Bashir, Z., Christensen, A. N., Petersen, Olav Bennike Bjørn, Sundberg, K., Feragen, A., Svendsen, M. B. S., Nielsen, Mads & xgz472, xgz472, 2024, In: Scientific Reports. 14, 1, 9 p., 5809.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- Published
Active Transfer Learning for 3D Hippocampus Segmentation
Wu, J., Kang, Zhongfeng, Llambias, Sebastian Nørgaard, Mehdipour Ghazi, Mostafa & Nielsen, Mads, 2023, Medical Image Learning with Limited and Noisy Data - 2nd International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Proceedings. Xue, Z., Antani, S., Zamzmi, G., Yang, F., Rajaraman, S., Liang, Z., Huang, S. X. & Linguraru, M. G. (eds.). Springer, p. 224-234 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14307 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Adaptive time-stepping in dieomorphic image registration with bounded inverse consistency error
Pai, A. S. U., Klein, S., Sommer, Stefan Horst, Sørensen, L., Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) . INRIA, p. 35-47Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error
Pai, A. S. U., Klein, S., Sommer, Stefan Horst, Sørensen, L. E. B. L., Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , p. 35-47 13 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Alternative 2D Shape Representations using the Symmetry Set
Kuijper, A., Olsen, O. F., Giblin, P. & Nielsen, Mads, 2006, In: Journal of Mathematical Imaging and Vision. 26, 1-2, p. 127-147Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Alzheimer's disease diagnostic performance of a multi-atlas hippocampal segmentation method using the harmonized hippocampal protocol
Anker, C., Sørensen, L., Pai, A. S. U., Lyksborg, M., Lillholm, Martin, Conradsen, K., Larsen, R. & Nielsen, Mads, 2014. 1 p.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
- Published
An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders
Laprade, W. M., Westergaard, Jesper Cairo, Nielsen, J., Nielsen, Mads & Dahl, A. B., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (eds.). Springer, p. 191-202 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13886 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
An Artificial Intelligence–based Mammography Screening Protocol for Breast Cancer: Outcome and Radiologist Workload
Lauritzen, Andreas, Rodríguez-Ruiz, A., von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, I., Nielsen, Mads, Karssemeijer, N. & Lillholm, Martin, 2022, In: Radiology. 304, 1, p. 41-49Research output: Contribution to journal › Journal article › Research › peer-review
- Published
An Automatic Framework for Assessing Breast Cancer Risk Due to Various Hormone Replacement Therapies (HRT): 4th International Workshop on Breast Densitometry and Breast Cancer Risk Assessment, San Francisco, United States
Karemore, G. R., Brandt, S. & Nielsen, Mads, 2009.Research output: Contribution to conference › Poster › Research
- Published
An airway tree-shape model for geodesic airway branch labeling
Feragen, A., Lo, P. C. P., Gorbunova, V., Nielsen, Mads, Dirksen, A., Reinhardt, J. M., Lauze, Francois Bernard & de Bruijne, Marleen, 2011, MFCA 2011: 3rd MICCAI Workshop on Mathematical Foundations of Computational Anatomy. Pennec, X., Joshi, S. & Nielsen, M. (eds.). p. 123-134 12 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
An anatomically oriented breast coordinate system for mammogram analysis
Brandt, S., Karemore, G., Karssemeijer, N. & Nielsen, Mads, 2011, In: I E E E Transactions on Medical Imaging. 30, 10, p. 1841-1851 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
An automatic framework for assessing breast cancer risk due to various hormone replacement therapies (HRT): a novel CAD application in digital mammography
Karemore, G., Brandt, S. & Nielsen, Mads, 2010.Research output: Contribution to conference › Conference abstract for conference › Research
- Published
Analysing the dynamics of target and spiral waves by image processing techniques
Jensen, F. G., Sporring, Jon, Nielsen, Mads & Sørensen, Preben Graae, 1998, (Technical Report; No. 16, Vol. 98).Research output: Book/Report › Report › Research
- Accepted/In press
Anatomic breast coordinate system for mammogram analysis: 5th International Workshop on Breast Densitometry and Breast Cancer Risk Assessment ,San Francisco, United States
Karemore, G., Brandt, S., Karssemeijer, N. & Nielsen, Mads, 2011, (Accepted/In press).Research output: Contribution to conference › Conference abstract for conference › Research
- Published
Anatomy driven breast coordinate system for mammogram analysis
Brandt, S. S., Karemore, G. R., Karssemeijer, N. & Nielsen, Mads, 2011. 2 p.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
- Published
Anisotropic diffusion tensor applied to temporal mammograms: an application to breast cancer risk assessment
Karemore, G., Brandt, S., Sporring, Jon & Nielsen, Mads, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 3178-3181 4 p. (I E E E Engineering in Medicine and Biology Society. Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Approximating Non-linear Diffusion
Dam, E. B., Olsen, O. F. & Nielsen, Mads, 2003, Scale Space Methods in Computer Vision: 4th International Conference, Scale Space 2003 Isle of Skye, UK, June 10–12, 2003 Proceedings. <Forlag uden navn>, p. 117-131 (Lecture notes in computer science, Vol. 2695/2003).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Assessing Breast Cancer Risk by Combining AI for Lesion Detection and Mammographic Texture
Lauritzen, Andreas, von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, I., Nielsen, Mads, Karssemeijer, N. & Lillholm, Martin, 2023, In: Radiology. 308, 2, 8 p., e230227.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Assessing breast cancer masking risk in full field digital mammography with automated texture analysis
Kallenberg, M. G. J., Lillholm, Martin, Diao, P., Holland, K., Karssemeijer, N., Igel, Christian & Nielsen, Mads, 2015, 7th International Workshop on Breast Densitometry and Cancer Risk Assessment (Non-CME). University of California, p. 109 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review
ID: 542361
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Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
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Smoothing images creates corners
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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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