Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- Udgivet
Optimization over geodesics for exact principal geodesic analysis
Sommer, Stefan Horst, Lauze, Francois Bernard & Nielsen, Mads, 2014, I: Advances in Computational Mathematics. 40, 2, s. 283-313 31 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
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, I: Medical Image Analysis. 18, 3, s. 531-541 11 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
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. (red.). Springer, s. 49-60 12 s. (Lecture notes in computer science, Bind 6801).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Online transfer learning with partial feedback
Kang, Zhongfeng, Nielsen, Mads, Yang, B., Deng, L. & Lorenzen, S. S., 2023, I: Expert Systems with Applications. 212, 13 s., 118738.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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, s. 468-479 12 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
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. (red.). Springer VS, s. 275-286 12 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11953 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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, s. 65-76 12 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
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, Bind 5567. s. 832-843 11 s. (Lecture notes in computer science, Bind 5567/209).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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, I: Journal of Mathematical Imaging and Vision. 38, 3, s. 226-240 15 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Novel classification using adaptive metric k-NN
Chen, C., Chernoff, K., Karemore, G., Lo, P. C. P., Nielsen, Mads & Lauze, Francois Bernard, 2011. 2 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
- Udgivet
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. (red.). INSTICC - Institute for Systems and Technologies of Information, Control and Communications, Bind 1. s. 211-218Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Non-rigid registration by geometry-constrained diffusion
Andresen, P. R. & Nielsen, Mads, 2001, I: Medical Image Analysis. 5, 2, s. 81-88 8 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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, s. 216-225 10 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Ninth International Conference on Mecial Image Computing and Computer-Assisted Interventions, MICCAI 2006: Editorial
Nielsen, Mads & Hawkes, D., 2007, I: Medical Image Analysis. 11, 5, s. 415-417Publikation: Bidrag til tidsskrift › Leder › Forskning
Natural image profiles are most likely to be step edges
Griffin, L. D., Lillholm, Martin & Nielsen, Mads, 2004, I: Vision Research. 44, 4, s. 407-421 15 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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, I: Computer Vision and Image Understanding. 65, 2, s. 259-268 10 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
- Udgivet
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 s.Publikation: Working paper › Preprint › Forskning
Multi-scale gradient magnitude watershed segmentation
Olsen, O. F. & Nielsen, Mads, 1997, Image Analysis and Processing. Springer Science+Business Media, s. 6-13 8 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
Multi-object segmentation using shape particles
De Bruijne, M. & Nielsen, Mads, 2005, Multi-object segmentation using shape particles. s. 59-127 69 s. (Information Processing in Medical Imaging).Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Multi-hypothesis Transform Domain Wyner-Ziv video coding including optical flow
Huang, X., Rakêt, L. L., Luong, H. V., Nielsen, Mads, Lauze, Francois Bernard & Forchhammer, S., 2011, 2011 IEEE 13th International Workshop on Multimedia Signal Processing (MMSP). IEEE, 6 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Multi-domain adaptation in brain MRI through paired consistency and adversarial learning
Orbes-Arteaga, M., Varsavsky, T., Sudre, C. H., Eaton-Rosen, Z., Haddow, L. J., Sørensen, L., Nielsen, Mads, Pai, A., Ourselin, S., Modat, M., Nachev, P. & Cardoso, M. J., 2019, Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings. Wang, Q., Milletari, F., Rieke, N., Nguyen, H. V., Roysam, B., Albarqouni, S., Cardoso, M. J., Xu, Z., Kamnitsas, K., Patel, V., Jiang, S., Zhou, K., Luu, K. & Le, N. (red.). Springer VS, s. 54-62 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11795 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Multi-Scale Natural Images: A database and some statistics
Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2008, Proceedings of 16'th Danish Conference on Pattern Recognition and Image Analysis (DSAGM) 2008. Olsen, S. I. (red.). Department of Computer Science, University of Copenhagen, 2 s. (DIKU Technical Report; Nr. 08-10).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning
- Udgivet
Motion Compensated Video Super Resolution
Keller, S. H., Lauze, F. & Nielsen, Mads, 2007, Scale Space and Variational Methods in Computer Vision: First International conference, SSVM 2007, Ischia, Italy, May 30 - June 2, 2007. Proceedings. Sgallari, F., Murli, A. & Paragios, N. (red.). Springer, s. 801-812 (Lecture notes in computer science; Nr. 4485).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI
Erleben, L. L., Sørensen, L., Mysling, P., Pai, A. S. U., Dam, E. B. & Nielsen, Mads, 2013, Medical Imaging 2013: image processing . Ourselin, S. & Haynor, D. R. (red.). SPIE - International Society for Optical Engineering, 6 s. 866926. (Progress in Biomedical Optics and Imaging; Nr. 36, Bind 14).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning
- Udgivet
Metric learning by directly minimizing the k-NN training error
Chernoff, K., Loog, M. & Nielsen, Mads, 2012, 2012 21st International Conference on Pattern Recognition (ICPR). IEEE, s. 1265-1268 4 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Method of deriving a quantitative measure of a degree of calcification of an aorta
Conrad-Hansen, L. A., De Bruijne, M., Lauze, F. B., Christiansen, C. & Nielsen, Mads, 1 jul. 2009, Google Patents.Publikation: Andet › Andet bidrag › Forskning
Method of and apparatus for forming a final image sequence
Lauze, F. B., Keller, S. H. & Nielsen, Mads, 1 sep. 2005Publikation: Patent
- Udgivet
Method for identifying region of interest (ROI) in human organ for performing e.g. knee cartilage quantification, involves calculating weight of feature of image in map for minimizing sample size needed to discriminate between groups
Dam, E. B., Nielsen, Mads, Qazi, A. A., Lillholm, Martin & Jørgensen, D. R., 2010, IPC nr. G06K-009/00, Patentnr. US2010232671-A1, 16 sep. 2010, Prioritetsdato 17 dec. 2008, Prioritetsnr. US203094PPublikation: Patent
- Udgivet
Method for computerized classification of e.g. computed tomography image, of lung of patient suffering from e.g. non-focal lung disease, involves combining probabilities within regions of interest to obtain quantitative fused probability
Nielsen, Mads, de Bruijne, Marleen & Sørensen, L., 2011, IPC nr. G06K-009/00, Patentnr. US2011280457-A1, 17 nov. 2011, Prioritetsdato 11 maj 2010, Prioritetsnr. US333513PPublikation: Patent
Meeting and Workshop-assessment of progress and results
Nielsen, Mads, Olsen, O. F. & Dahl, G., 2003, I: DSSCV.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Medical Image Computing and Computer-Assisted Intervention -MICCAI 2006 Part II: 9th international conference , Copenhagen, Denmark, October 1-6, 2006, proceedings, Part I
Larsen, R. (red.), Nielsen, Mads (red.) & Sporring, Jon (red.), 2006, Springer. (Lecture notes in computer science, Bind 4191).Publikation: Bog/antologi/afhandling/rapport › Antologi › Forskning
- Udgivet
Medical Image Computing and Computer-Assisted Intervention -MICCAI 2006 Part I: 9th international conference , Copenhagen, Denmark, October 1-6, 2006, proceedings, Part I
Nielsen, Mads (red.), Sporring, Jon (red.) & Larsen, R. (red.), 2006, Springer. 949 s. (Lecture notes in computer science; Nr. 4190).Publikation: Bog/antologi/afhandling/rapport › Antologi › Forskning
- Udgivet
Measurement challenge: protocol for international case–control comparison of mammographic measures that predict breast cancer risk
Dench, E., Bond-smith, D., Darcey, E., Lee, G., Aung, Y. K., Chan, A., Cuzick, J., Ding, Z. Y., Evans, C. F., Harvey, J., Highnam, R., Hsieh, M., Kontos, D., Li, S., Mariapun, S., Nickson, C., Nguyen, T. L., Pertuz, S., Procopio, P., Rajaram, N. & 12 flere, , 2019, I: BMJ Open. 9, 12, s. 1-6 e031041.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Means in spaces of tree-like shapes
Feragen, A., Hauberg, S., Nielsen, Mads & Lauze, Francois Bernard, 2011, 2011 IEEE International Conference on Computer Vision (ICCV). IEEE, s. 739-746 8 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Maximum a posteriori estimation of linear shape variation with application to vertebra and cartilage modeling
Crimi, A., Lillholm, Martin, Nielsen, Mads, Ghosh, A., de Bruijne, Marleen, Dam, E. B. & Sporring, Jon, 2011, I: IEEE Transactions on Medical Imaging. 30, 8, s. 1514-1526 13 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Mathematical methods in biomedical image analysis(editorial)
Nielsen, Mads, Niessen, W. & Westin, C., 22 apr. 2009, I: International Journal of Computer Vision. 85, 3, s. 209-210 2 s.Publikation: Bidrag til tidsskrift › Leder › Forskning
- Udgivet
Mathematical methods for medical imaging
Pennec, X., Joshi, S. & Nielsen, Mads, 2013, I: International Journal of Computer Vision. 105, 2, s. 109-110 2 s.Publikation: Bidrag til tidsskrift › Leder › Forskning
- Udgivet
Mass preserving image registration for lung CT
Gorbunova, V., Sporring, Jon, Lo, P. C. P., Loeve, M., Tiddens, H. A., Nielsen, Mads, Dirksen, A. & de Bruijne, Marleen, 2012, I: Medical Image Analysis. 16, 4, s. 786-795 10 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Mass Preserving Registration for lung CT
Gorbunova, V., Lo, P. C. P., Loeve, M., Tiddens, H., Sporring, Jon, Nielsen, Mads & de Bruijne, Marleen, 2009, Proceedings of the SPIE: Medical Imaging 2009: Image Processing. Bind 7259. 10 s. (Proceedings of the SPIE, Bind 7259).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Markov random fields on triangle meshes
Andersen, V., Aanæs, H., Bærentzen, J. A. & Nielsen, Mads, 2010, WSCG 2010: communication papers proceedings . Skala, V. (red.). Vaclav Skala - Union Agency, s. 265-270 6 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Manifold valued statistics, exact principal geodesic analysis and the effect of linear approximations
Sommer, Stefan Horst, Lauze, Francois Bernard, Hauberg, S. & Nielsen, Mads, 2010, Computer Vision - ECCV 2010: 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part VI. Daniilidis, K., Maragos, P. & Paragios, N. (red.). Springer, Bind Part VI. s. 43-56 14 s. (Lecture notes in computer science; Nr. 6316).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Mammographic texture resemblance generalizes as an independent risk factor for breast cancer
Nielsen, Mads, Vachon, C. M., Scott, C. G., Chernoff, K., Karemore, G., Karssemeijer, N., Lillholm, Martin & Karsdal, M., 2014, I: Breast Cancer Research (Online Edition). 16, 2, 8 s., R37.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Mammographic parenchymal texture analysis for estrogen-receptor subtype specific breast cancer risk estimation
Karemore, G., Keller, B. M., Oh, H., Tchou, J., Nielsen, Mads, Conant, E. F. & Kontos, D., 2012, Breast Imaging: 11th International Workshop, IWDM 2012, Philadelphia, PA, USA, July 8-11, 2012. Proceedings. Maidment, A. D. A., Bakic, P. R. & Gavenonis, S. (red.). Springer, s. 596-603 8 s. (Lecture notes in computer science, Bind 7361).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Mammographic density measured as changes in tissue structure caused by hrt
Raundahl, J., Loog, M. & Nielsen, Mads, 2006, Medical Imaging. s. 61440G-61440GPublikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Mammographic density and structural features can individually and jointly contribute to breast cancer risk assessment in mammography screening: a case-control study
Winkel, R. R., von Euler-Chelpin, My Catarina, Nielsen, Mads, Petersen, P. K., Lillholm, Martin, Nielsen, Michael Bachmann, Lynge, Elsebeth, Uldall, W. Y. & Vejborg, I. M. M., 2016, I: B M C Cancer. 16, 12 s., 414.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Mammographic Texture Resemblance generalizes as an independent risk factor of breast cancer
Chernoff, K., Christopher, S. G., Karemore, G., Karssemeijer, N., Nielsen, Mads & Vachon, C. M., 2011.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning
- Udgivet
Machine learning and deep learning applications in microbiome research
Hernandez Medina, Ricardo, Kutuzova, Svetlana, Nielsen, Knud Nor, Johansen, Joachim, Hansen, Lars Hestbjerg, Nielsen, Mads & Rasmussen, Simon, 2022, I: ISME Communications. 2, 7 s., 98.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
MRI Biomarkers Improve Disease Progression Modeling-Based Prediction of Cognitive Decline
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A. S. U., Modat , M., Cardoso , J., Ourselin, S. & Sorensen, L., 2019. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning
ID: 542361
Flest downloads
-
3477
downloads
Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
Udgivet -
3429
downloads
Smoothing images creates corners
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
Udgivet -
2144
downloads
Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
Udgivet