Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- Published
Yet Another Mammography Measure to Evaluate Breast Cancer Risk: 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
White matter hypointensity growth rate correlates with rate of brain atrophy
Pai, A. S. U., Sørensen, L., Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P414 1 p., P1-285.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
White matter hypointensity growth rate correlates with rate of brain atrophy
Pai, A. S. U., Sørensen, L., Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P75-P76 2 p., IC-P-131.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
What do features tell about images?
Nielsen, Mads & Lillholm, Martin, 2001, Scale-Space and Morphology in Computer Vision: Third International Conference, Scale-Space 2001 Vancouver, Canada, July 7–8, 2001 Proceedings. Kerckhove, M. (ed.). Springer, p. 39-50 12 p. (Lecture notes in computer science, Vol. 2106).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Weighting of the k-Nearest-Neighbors
Chernoff, K. & Nielsen, Mads, 2010, 2010 20th International Conference on Pattern Recognition (ICPR). IEEE, p. 666-669 4 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Weight preserving image registration for monitoring disease progression in lung CT.
Gorbunova, V., Lo, P. C. P., Haseem, A., Dirksen, A., Nielsen, Mads & de Bruijne, Marleen, 2008, Mecical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, proceedings, Part II. Metaxas, D., Axel, L., Fichtinger, G. & Szekely, G. (eds.). Springer, p. 863-871 8 p. (Lecture notes in computer science; No. 5242).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Volumetric computer imaging for anomaly definition and growth evaluation in craniosynostosis
Kreiborg, S., Andresen, P. R., Cohen, M. J., Darvann, T., Dobrzeniecki, A. B., Hermann, N., Larsen, P., Nielsen, Mads, Quistorff, B. & Schleidt, D. T., 1999Research output: Book/Report › Book › Research › peer-review
- Published
Video super-resolution using simultaneous motion and intensity calculations
Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2011, In: IEEE Transactions on Image Processing. 20, 7, p. 1870-1884 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Vertebral fracture risk (VFR) score for fracture prediction in postmenopausal Women
Lillholm, Martin, Ghosh, A., Pettersen, P. C., de Bruijne, Marleen, Dam, E. B., Karsdal, M. A., Christiansen, C., Genant, H. K. & Nielsen, Mads, 2011, In: Osteoporosis International. 22, 7, p. 2119-2128 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Vertebral Fracture Classification
de Bruijne, Marleen, Pettersen, P. C., Tankó, L. B. & Nielsen, Mads, 2007, Medical Imaging 2007: Image Processing, 18-20 February, 2007, San Diego, California, USA. Pluim, J. P. W. & Reinhardt, J. M. (eds.). SPIE, 10 p. (Proceedings of SPIE; No. 6512).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Variational motion compensated deinterlacing
Keller, S., Lauze, F. & Nielsen, Mads, 2006, In: Proceedings of Statistical Methods in Multi-Image and Video Processing, ECCV 2006 Workshop. p. 49-56 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Variational Segmentation and Contour Matching of Non-Rigid Moving Object
Gustafsson, D. K. J., Fundana, K., Overgaard, N., Heyden, A. & Nielsen, Mads, 2007. 12 p.Research output: Contribution to conference › Paper › Research › peer-review
- Published
Validation of hippocampal texture for early Alzheimer’s disease detection: generalization to independent cohorts and extrapolation to very early signs of dementia
Sørensen, L., Igel, Christian, Hansen, N. L., Lauritzen, Martin, Osler, Merete, Rostrup, Egill & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P133 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark
Lorenzen, S. S., Nielsen, Mads, Jimenez-Solem, E., Petersen, Tonny Studsgaard, Perner, Anders, Thorsen-Meyer, H., Igel, Christian & Sillesen, Martin Hylleholt, 23 Sep 2021, In: Scientific Reports. 11, 1, 10 p., 18959.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring
Kallenberg, M. G. J., Petersen, P. K., Nielsen, Mads, Ng, A. Y., Diao, P., Igel, Christian, Vachon, C. M., Holland, K., Winkel, R. R., Karssemeijer, N. & Lillholm, Martin, 2016, In: IEEE Transactions on Medical Imaging. 35, 5, p. 1322-1331 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Understanding Hessian-based density scoring
Raundahl, J., Loog, M. & Nielsen, Mads, 2006, Digital Mammography. Springer Science+Business Media, p. 447-452 6 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
UNSUPERVISED MACHINE LEARNING ON BASELINE BRAIN MRI IDENTIFIES MCI SUBGROUP WITH A FASTER DECLINE OVER TWO YEARS COMPARED TO CLASSICAL HIPPOCAMPAL SPARING AD SUBTYPE
Sørensen, L., Pai, A., Nielsen, Mads, Leverenz, J. B. & Pillai, J. A., 2019, In: Alzheimer's & Dementia. 15, 7, p. P1420 1 p., P4-326.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Two dimensional shape representation manipulation method for improving general procrustes alignment process, involves relating probable relative depth of landmark in three dimensional shape of body part
Chernoff, K., Nielsen, Mads & Lillholm, Martin, 2010, IPC No. G06T-007/00, Patent No. WO2010142595-A1, 16 Dec 2010, Priority date 11 Jun 2009, Priority No. US268370Research output: Patent
Tube Snake Models for 3D Reconstruction of Thin Elongated Structures from their Contour Projections
Mogensen, I. & Nielsen, Mads, 1999, In: PROCEEDINGS OF THE SCANDINAVIAN CONFERENCE ON IMAGE ANALYSIS. 2, p. 857-864 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Tribute Workshop for Peter Johansen
Nielsen, Mads (ed.), de Bruijne, Marleen (ed.), Jørgensen, Camilla Holm (ed.), Olsen, Søren Ingvor (ed.), Steenstrup Pedersen, Kim (ed.) & Sporring, Jon (ed.), 2008, Berlin: Springer. 151 p. (Journal of Mathematical Imaging and Vision; No. 31(2-3)p.119-269).Research output: Book/Report › Anthology › Research
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Training shortest-path tractography: automatic learning of spatial priors
Kasenburg, N., Liptrot, M. G., Reislev, N. L., Ørting, S. N., Nielsen, Mads, Garde, E. & Feragen, A., 2016, In: NeuroImage. 130, p. 63-76 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A. S. U., Cardoso, M. J., Modat, M., Ourselin, S. & Sørensen, L., 2019, In: Medical Image Analysis. 53, p. 39-46Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Tracking Target and Spiral Waves
Jensen, F. G., Sporring, Jon, Nielsen, Mads & Sørensen, P. G., 2002, In: Chaos: An Interdisciplinary Journal of Nonlinear Science. 12, 1, p. 16-26Research output: Contribution to journal › Journal article › Research › peer-review
Tracking Eyes Using Shape and Appearance.
Hansen, D. W., Nielsen, Mads, Hansen, J. P., Johansen, A. S. & Stegmann, M. B., 2002, MVA. p. 201-204 4 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
Towards exaggerated image stereotypes
Chen, C., Lauze, Francois Bernard, Igel, Christian, Feragen, A., Loog, M. & Nielsen, Mads, 2011, Proceedings of The First Asian Conference on Pattern Recognition 2011, . p. 422-426 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article 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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