Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- Published
Computer analysis method for analyzing images involves applying algorithm to aligned images to extract quantitative estimate of difference in volume of object shown in second image by calculating change in volume of object
Pai, A. S. U., Sørensen, L., Dam, E., Lillholm, Martin & Nielsen, Mads, 2014, IPC No. A61B-005/00, Patent No. US2014357978-A1, 4 Dec 2014, Priority date 4 Jun 2013, Priority No. US909666Research output: Patent
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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, In: Alzheimer's & Dementia. 9, 4, Supplement, p. P36–P37 2 p., IC-P-059.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
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Hippocampus atrophy in early Alzheimer's disease quantified using non-rigid registration with cube propagation
Pai, A. S. U., Sørensen, L. E. B. L., Mysling, P., Erleben, L. L., Sporring, Jon, Dam, E., Lillholm, M., Jørgensen, D. R., Chen, G., Oh, J., Suhy, J. & Nielsen, Mads, 2013.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
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Subclinical depressive symptoms during late midlife and structural brain alterations: A longitudinal study of Danish men born in 1953
Osler, Merete, Sørensen, L., Rozing, M., Calvo, O. P., Nielsen, Mads & Rostrup, E., Apr 2018, In: Human Brain Mapping. 39, 4, p. 1789-1795Research output: Contribution to journal › Journal article › Research › peer-review
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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
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Augmentation based unsupervised domain adaptation
Orbes-Arteaga, M., Varsavsky, T., Sørensen, L., Nielsen, Mads, Pai, A. S. U., Ourselin, S., Modat , M. & Cardoso, M. J., 2022, arXiv.org, 12 p.Research output: Working paper › Preprint › Research
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Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Orbes-Arteaga, M., Cardoso, M. J., Sørensen, L., Modat, M., Ourselin, S., Nielsen, Mads & Pai, A. S. U., 2018. 8 p.Research output: Contribution to conference › Paper › Research
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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. (eds.). Springer VS, p. 68-76 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11796 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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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. (eds.). Springer VS, p. 54-62 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11795 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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
The Generic Structure of the Optic Flow Field
Olsen, O. F. & Nielsen, Mads, 2006, In: Journal of Mathematical Imaging and Vision. 24, 1, p. 37-53Research output: Contribution to journal › Journal article › Research › peer-review
Generic events for the gradient squared. Proc. 1 st Scale Space Conference
Olsen, O. & Nielsen, Mads, 1997, Generic events for the gradient squared. Proc. 1 st Scale Space Conference. p. 101-112 12 p. (Lecture notes in computer science).Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
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Reconstruction of Optical Thickness from Hoffman Modulation Contrast Images
Olsen, N. H., Sporring, Jon, Nielsen, Mads, Hnida, C. & Ziebe, S., 2003, Image Analysis: 13th Scandinavian Conference, SCIA 2003 Halmstad, Sweden, June 29 – July 2, 2003 Proceedings. Springer, p. 445-454 (Lecture notes in computer science, Vol. 2749/2003).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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, p. 259-268 10 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
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Reconstruction of Optical Thickness
Olsen, N. H., Sporring, Jon & Nielsen, Mads, 2002, Proceedings fra den 11. Danske Konference om Mønstergenkendelse og Billedanalyse. Department of Computer Science, University of Copenhagen, p. 114-126Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
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Convolutional neural networks for segmentation and object detection of human semen
Nissen, M. S., Krause, Oswin, Almstrup, Kristian, Kjærulff, S., Nielsen, T. T. & Nielsen, Mads, 2017, Image Analysis: 20th Scandinavian Conference, SCIA 2017, Tromsø, Norway, June 12–14, 2017, Proceedings, Part I. Sharma, P. & Bianchi, F. M. (eds.). Springer, Vol. Part 1. p. 397-406 10 p. (Lecture notes in computer science, Vol. 10269).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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
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Extraction of G-quadruplex ligands from disulfide-based dynamic combinatorial libraries
Nielsen, Mads & Ulven, Trond, 2009, p. ORGN-345.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
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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
Preface
Nielsen, Mads, 2005, Deep Structure, Singularities, and Computer Vision. <Forlag uden navn>, p. VI (Lecture notes in computer science, Vol. 3753/2005).Research output: Chapter in Book/Report/Conference proceeding › Preface/postscript › Research
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Determination of higher order optic flow: A group theoretical approach
Nielsen, Mads & Sporring, Jon, 1994, København: DIKU. (Department of Computer Science. University of Copenhagen. Technical Report; No. 34, Vol. 94).Research output: Book/Report › Report › Research
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
Scale-Space Theorics in Computer Vision, Lecture Notes in Computer Science, Vol. 1682
Nielsen, Mads, Johansen, P. & Olsen, O. F., 1999, Springer Science+Business Media.Research output: Book/Report › Book › Research › peer-review
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Relevance sampling
Nielsen, Mads, Markussen, Bo & Loog, M., 2015, Proceedings of the Eight Workshop on Information Theoretic Methods in Science and Engineering. Rissanen, J., Harremoës, P., Forchhammer, S., Roos, T. & Myllymäki, P. (eds.). Department of Computer Science, University of Helsinki , p. 35-38 4 p. (Series of Publications B, Vol. B-2015-1).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects
Nielsen, Mads, Igel, Christian & Sørensen, L., 2015, In: Neurodegenerative Diseases. 15, Suppl. 1, p. 262 1 p., ADPD5-0947.Research output: Contribution to journal › Conference abstract in journal › Research
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
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