Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- Udgivet
Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions
Pai, A. S. U., Sommer, Stefan Horst, Sørensen, L., Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2016, I: IEEE Transactions on Medical Imaging. 35, 6, s. 1369-1380 12 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Knowledge Distillation for Semi-supervised Domain Adaptation
Orbes-Arteaga, M., Cardoso, J., Sørensen, L., Igel, Christian, Ourselin, S., Modat, M., Nielsen, Mads & Pai, A., 1 jan. 2019, OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - 2nd International Workshop, OR 2.0 2019, and 2nd International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhou, L., Sarikaya, D., Kia, S. M., Speidel, S., Malpani, A., Hashimoto, D., Habes, M., Löfstedt, T., Ritter, K. & Wang, H. (red.). Springer VS, s. 68-76 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11796 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Koenderink corner points
Nielsen, Mads, Olsen, O. F., Sig, M. & Sigurd, M., 2001, Visual Form 2001. Springer Science+Business Media, s. 420-430 11 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Kunstig intelligens til cancerdiagnostik i brystkræftscreening
Elhakim, M. T., Graumann, O., Brønsro Larsen, L., Nielsen, Mads & Rasmussen, B. S., 2020, I: Ugeskrift for Laeger. 182, 16, s. 1488-1492 V06200423.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Learning COPD Sensitive Filters in Pulmonary CT
Sørensen, L. E. B. L., Lo, P. C. P., Ashraf, H., Sporring, Jon, Nielsen, Mads & de Bruijne, Marleen, 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009. 7 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Learning density independent texture features
Kallenberg, M. G. J., Nielsen, Mads, Holland, K., Karssemeijer, N., Igel, Christian & Lillholm, Martin, 2016, Breast Imaging: 13th International Workshop, IWDM 2016, Malmö, Sweden, June 19-22, 2016, Proceedings. Tingberg, A., Lång, K. & Timberg, P. (red.). Springer, s. 299-306 8 s. (Lecture notes in computer science, Bind 9699).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Lesion-wise evaluation for effective performance monitoring of small object segmentation
Groothuis, I., Sudre, C. H., Ingala, S., Barnes, J., Gispert, J. D., Sørensen, L., Pai, A., Nielsen, Mads, Ourselin, S., Cardoso, M. J., Barkhof, F. & Modat, M., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (red.). SPIE, s. 1-8 1159608. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Bind 11596).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Lie group modeling of nonlinear point set shape variability
Olsen, N. H. & Nielsen, Mads, 2000, Algebraic Frames for the Perception-Action Cycle. Springer Science+Business Media, s. 259-268 10 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI
Middleton, Jon Anthony, Bauer, Marko, Johansen, Jacob, Perslev, Mathias, Sheng, K., Ingala, S., Nielsen, Mads & Pai, A., 2024, Proceedings of the 5th Northern Lights Deep Learning Conference ({NLDL}). PMLR, s. 158-164 (Proceedings of Machine Learning Research, Bind 233).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Localized cerebral atrophy acceleration during Alzheimer’s disease
Pai, A. S. U., Sørensen, L., Darkner, Sune, Lillholm, Martin, Dam, E. B., Sporring, Jon & Nielsen, Mads, 2013, I: Alzheimer's & Dementia. 9, 4, Supplement, s. P151 1 s., O1-10-06.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Localized cerebral atrophy acceleration during Alzheimer’s disease
Pai, A. S. U., Sørensen, L., Darkner, Sune, Lillholm, Martin, Dam, E. B., Sporring, Jon & Nielsen, Mads, 2013, I: Alzheimer's & Dementia. 9, 4, Supplement, s. P36–P37 2 s., IC-P-059.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Locally orderless registration for diffusion weighted images
Jensen, H. G., Lauze, Francois Bernard, Nielsen, Mads & Darkner, Sune, 2015, Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (red.). Springer, s. 305-312 8 s. (Lecture notes in computer science, Bind 9350).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Locating articular cartilage in MR images
Folkesson, J., Dam, E., Pettersen, P., Olsen, O. F., Nielsen, Mads & Christiansen, C., 2005, Medical Imaging. s. 1484-1490 7 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Longitudinal analysis of airways using registration
Petersen, Jens, Gorbunova, V., Nielsen, Mads, Dirksen, A., Lo, P. C. P. & de Bruijne, Marleen, 2011, The Fourth International Workshop on Pulmonary Image Analysis. Beichel, R., de Bruijne, M., van Ginneken, B., Kabus, S., Kiraly, A., Kuhnigk, J-M., McClelland, J., Mori, K., van Rikxoort, E. & Rit, S. (red.). CreateSpace Independent Publishing Platform , s. 11-22 12 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Lung Segmentation from Chest X-rays using Variational Data Imputation
Selvan, Raghav, Dam, Erik Bjørnager, Rischel, S., Sheng, K., Nielsen, Mads & Pai, A., 20 maj 2020, I: OpenReview.net. 7 s.Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning
- Udgivet
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. (red.). SPIE - International Society for Optical Engineering, 9 s. 76240Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
MCI trial enrichment using MRI hippocampus texture
Sørensen, L., Igel, Christian & Nielsen, Mads, 2016, I: Alzheimer's & Dementia. 12, 7, Supplement, s. P108–P109 2 s., IC-P-146.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
METHOD OF AND APPARATUS FOR FORMING A FINAL IMAGE SEQUENCE
LAUZE, F., KELLER, S. & Nielsen, Mads, 1 apr. 2006Publikation: Patent
- 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
- 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
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
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
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 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
- 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
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
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
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
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
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
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
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
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
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
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
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
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
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
- 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
Method of and apparatus for forming a final image sequence
Lauze, F. B., Keller, S. H. & Nielsen, Mads, 1 sep. 2005Publikation: Patent
- 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
- 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
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
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
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
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
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-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
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
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
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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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