Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
Multi-scale gradient magnitude watershed segmentation
Olsen, O. F. & Nielsen, Mads, 1997, Image Analysis and Processing. Springer Science+Business Media, p. 6-13 8 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts
Kutuzova, S., Krause, Oswin, McCloskey, D., Nielsen, Mads & Igel, Christian, Jan 2022, arXiv.org, 29 p.Research output: Working paper › Preprint › Research
- Published
Multimodal brain extraction from structural MRI using co-registered FDG-PET
Jensen, H. G., Federspiel, F. V. K., Ptito, Maurice, Nielsen, Mads, Gjedde, Albert, Keller, S. H., Law, Ian, Kupers, Ron & Darkner, Sune, 2015. 12 p.Research output: Contribution to conference › Paper › Research
Multiscale approach to image sequence analysis
Niessen, W. J., Duncan, J. S., Nielsen, Mads, Florack, L., ter Haar Romeny, B. M. & Viergever, M. A., 1997, In: Computer Vision and Image Understanding. 65, 2, p. 259-268 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Natural image profiles are most likely to be step edges
Griffin, L. D., Lillholm, Martin & Nielsen, Mads, 2004, In: Vision Research. 44, 4, p. 407-421 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Ninth International Conference on Mecial Image Computing and Computer-Assisted Interventions, MICCAI 2006: Editorial
Nielsen, Mads & Hawkes, D., 2007, In: Medical Image Analysis. 11, 5, p. 415-417Research output: Contribution to journal › Editorial › Research
Non-linear diffusion for interactive multi-scale watershed segmentation
Dam, E. & Nielsen, Mads, 2000, Medical Image Computing and Computer-Assisted Intervention--MICCAI 2000. Springer Science+Business Media, p. 216-225 10 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
Non-rigid registration by geometry-constrained diffusion
Andresen, P. R. & Nielsen, Mads, 2001, In: Medical Image Analysis. 5, 2, p. 81-88 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Nonrigid Object Segmentation and Occlusion Detection in Image Sequences
Fundana, K., Overgaard, N., Heyden, A., Gustafsson, D. K. J. & Nielsen, Mads, 2008, VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008. Ranchordas, A. & Ara, H. (eds.). INSTICC - Institute for Systems and Technologies of Information, Control and Communications, Vol. 1. p. 211-218Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Novel classification using adaptive metric k-NN
Chen, C., Chernoff, K., Karemore, G., Lo, P. C. P., Nielsen, Mads & Lauze, Francois Bernard, 2011. 2 p.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
- Published
On restricting planar curve evolution to finite dimensional implicit subspaces with non-Euclidean metric
Tatu, A. J., Lauze, Francois Bernard, Sommer, Stefan Horst & Nielsen, Mads, 2010, In: Journal of Mathematical Imaging and Vision. 38, 3, p. 226-240 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
On the Rate of Structural Change in Scale Spaces
Gustafsson, D. K. J., Steenstrup Pedersen, Kim, Lauze, Francois Bernard & Nielsen, Mads, 2009, Proceedings of Scale Space and Variational Methods in Computer Vision (SSVM) 09. Springer, Vol. 5567. p. 832-843 11 p. (Lecture notes in computer science, Vol. 5567/209).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
On the duality of scalar and density flows
Nielsen, Mads, Niessen, W., Maas, R., Florack, L. & ter Haar Romeny, B., 1997, Scale-Space Theory in Computer Vision. Springer Science+Business Media, p. 65-76 12 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
On the initialization of long short-term memory networks
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A., Modat, M., Cardoso, M. J., Ourselin, S. & Sørensen, L., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer VS, p. 275-286 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11953 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
On α kernels, Lévy processes, and natural image statistics
Pedersen, K. S., Duits, R. & Nielsen, Mads, 2005, Scale Space and PDE Methods in Computer Vision. Springer Science+Business Media, p. 468-479 12 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
Online transfer learning with partial feedback
Kang, Zhongfeng, Nielsen, Mads, Yang, B., Deng, L. & Lorenzen, S. S., 2023, In: Expert Systems with Applications. 212, 13 p., 118738.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Optimal graph based segmentation using flow lines with application to airway wall segmentation
Petersen, Jens, Nielsen, Mads, Lo, P. C. P., Saghir, Z., Dirksen, A. & de Bruijne, Marleen, 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. 49-60 12 p. (Lecture notes in computer science, Vol. 6801).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease
Petersen, Jens, Nielsen, Mads, Lo, P. C. P., Nordenmark, L. H., Pedersen, J. J. H., Wille, M. M. W., Dirksen, A. & de Bruijne, Marleen, 2014, In: Medical Image Analysis. 18, 3, p. 531-541 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Optimization over geodesics for exact principal geodesic analysis
Sommer, Stefan Horst, Lauze, Francois Bernard & Nielsen, Mads, 2014, In: Advances in Computational Mathematics. 40, 2, p. 283-313 31 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Osteoarthritic cartilage is more homogeneous than healthy cartilage: identification of a superior region of interest colocalized with a major risk factor for osteoarthritis
Qazi, A. A., Dam, Erik Bjørnager, Nielsen, Mads, Karsdal, M. A., Pettersen, P. C. & Christiansen, C., Oct 2007, In: Academic Radiology. 14, 10, p. 1209-20 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation
Orbes-Arteaga, M., Sørensen, L., Cardoso , J., Modat , M., Ourselin, S., Sommer, Stefan Horst, Nielsen, Mads, Igel, Christian & Pai, A. S. U., 2019, Proceedings, SPIE 10949, Medical Imaging 2019: Image Processing . SPIE - International Society for Optical Engineering, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Parallel Assessment of the Impact of Different Hormone Replacement Therapies on Breast Density by Radiologist- and Computer-Based Analyses of Mammograms
Pettersen, P., Raundahl, J., Loog, M., Nielsen, Mads, Tankó, L. B. & Christiansen, C., 2008, In: Climacteric. 11, 2, p. 135-143 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Parallel assessment of the impact of different hormone replacement therapies on breast density by radiologist-and computer-based analyses of mammograms
Pettersen, P. C., Raundahl, J., Loog, M., Nielsen, Mads, Tankó, L. B. & Christiansen, C., 2008, In: Climacteric. 11, 2, p. 135-143 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Partial feedback online transfer learning with multi-source domains
Kang, Zhongfeng, Nielsen, Mads, Yang, B. & Mehdipour Ghazi, Mostafa, 2023, In: Information Fusion. 89, p. 29-40Research output: Contribution to journal › Journal article › Research › peer-review
- 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
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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
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