Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- Published
Assessing breast cancer masking risk with automated texture analysis in full field digital mammography
Kallenberg, M. G. J., Lillholm, Martin, Diao, P., Petersen, K., Holland, K., Karssemeijer, N., Igel, Christian & Nielsen, Mads, 2015, Breast Imaging and Interventional. Radiological Society of North America, Inc, p. 218 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review
- Published
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
- Published
Automated Quantification of the Morphological Atherosclerotic Calcification Distribution on X-Rays Is a Strong Predictor of Mortality in Postmenopausal Women
Christiansen, C., Karsdal, M., Lauze, Francois Bernard, Dam, E., Ganz, Melanie, de Bruijne, Marleen, Sørensen, M., Barascuk, N. & Nielsen, Mads, 2008, In: Arteriosclerosis, Thrombosis, and Vascular Biology. 6, p. e48-e48 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Automated effect-specific mammographic pattern measures
Raundahl, J., Loog, M., Pettersen, P., Tankó, L. B. & Nielsen, Mads, 1 Aug 2008, In: IEEE Transactions on Medical Imaging. 27, 8, p. 1054-1060 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol
Anker, C., Pai, A. S. U., Sørensen, L., Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P415-P416 2 p., P1-288.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol
Anker, C., Pai, A. S. U., Sørensen, L., Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P33 1 p., IC-P-058.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Automated texture scoring for assessing breast cancer masking risk in full field digital mammography
Kallenberg, M. G. J., Petersen, P. K., Lillholm, Martin, Jørgensen, D. R., Diao, P., Holland, K., Karssemeijer, N., Igel, Christian & Nielsen, Mads, 2015, In: Insights into Imaging. 6, 1, Supplement, 1 p., B-0212.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Automatic Detection of Diseased Regions in Knee Cartilage
Qazi, A. A., Dam, E., Olsen, O. F., Nielsen, Mads & Christiansen, C., 2007, Medical imaging 2007: Image processing, 18-20 February, 2007, San Diego, California, USA. Pluim, J. P. W. & Reinhardt, J. M. (eds.). SPIE, 8 p. (Proceedings of SPIE; No. 6512).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Submitted
Automatic Quantification of Pathology Indicating Measure Related to Cartilage Structure From Cartilage Scan Data
Qazi, A. A., Dam, E., Olsen, O. F., Nielsen, Mads, Pettersen, P. & Christiansen, C., 2007, (Submitted)Research output: Patent
- Published
Automatic and consistent registration framework for temporal pairs of mammograms in application to breast cancer risk assessment due to hormone replacement therapy (HRT)
Karemore, G. R., Carreras, I. A. & Nielsen, Mads, 2009, In: International Journal of Computer Assisted Radiology and Surgery. suppl 1, p. S356Research output: Contribution to journal › Conference abstract in journal › Research
- Published
Automatic breast cancer risk assessment from digital mammograms
Karemore, G. R., Brandt, S., Karssemeijer, N. & Nielsen, Mads, 2011. 1 p.Research output: Contribution to conference › Conference abstract for conference › Research
- Published
Automatic quantification of congruity from knee MRI
Tummala, S., Dam, E. & Nielsen, Mads, 2012, Computational Biomechanics for Medicine: deformation and flow. Nielsen, P. M. F., Wittek, A. & Miller, K. (eds.). Springer, p. 51-61 11 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Automatic quantification of tibio-femoral contact area and congruity
Tummala, S., Nielsen, Mads, Lillholm, Martin, Christiansen, C. & Dam, Erik Bjørnager, 2012, In: I E E E Transactions on Medical Imaging. 31, 7, p. 1404-1412 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Automatic segmentation of high-and low-field knee MRIs using knee image quantification with data from the osteoarthritis initiative
Dam, Erik Bjørnager, Lillholm, Martin, Marques, J. & Nielsen, Mads, 2015, In: SPIE Journal of Medical Imaging. 2, 2, 13 p., 024001.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Automatic segmentation of vertebrae from radiographs: a sample-driven active shape model approach
Mysling, P., Petersen, P. K., Nielsen, Mads & Lillholm, Martin, 2011, Machine Learning in Medical Imaging: Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings. Suzuki, K., Wang, F., Shen, D. & Yan, P. (eds.). Springer, p. 10-17 8 p. (Lecture notes in computer science, Vol. 7009).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
BMD PREDICTION OF DEATH IS ENCAPSULATED BY THE MORPHOLOGICAL ATHEROSCLEROSIS CALCIFICATION DISTRIBUTION (MACD) INDEX
Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2009, In: Bone. suppl. 2, p. S265 1 p.Research output: Contribution to journal › Conference abstract in journal › Research
- Published
Bi-modal Variational Autoencoders for Metabolite Identification Using Tandem Mass Spectrometry
Kutuzova, S., Igel, Christian, Nielsen, Mads & McCloskey, D., 2021, bioRxiv, 22 p.Research output: Working paper › Preprint › Research
- Published
Bicycle Chain Shape Models
Sommer, Stefan Horst, Tatu, A. J., Chen, C., Jørgensen, D., de Bruijne, Marleen, Loog, M., Nielsen, Mads & Lauze, Francois Bernard, 2009, Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.. IEEE, p. 157-163 7 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Binocular dense depth reconstruction using isotropy constraint
Nielsen, Mads & Deriche, R., 1995, In: Theory and Applications of Image Processing IIG. Borgefors, Ed. p. 127-140 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
Binocular stereo from grey-scale images
Nielsen, Mads, Maas, R., Niessen, W. J., Florack, L. L. & Romeny, B. M. T. H., 1999, In: Journal of Mathematical Imaging and Vision. 10, 2, p. 103-122 20 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
Erleben, L. L., Sørensen, L. E., Pai, A. S. U., Dam, Erik Bjørnager, Nielsen, Mads & Initiative, A. D. N., 2014, In: BMC Medical Imaging. 14, 1, 12 p., 21.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Breast Tissue Density Measure
Raundahl, J., Loog, M. & Nielsen, Mads, 1 Feb 2007Research output: Patent
- Published
Breast density and risk of breast cancer
Lynge, Elsebeth, Vejborg, I., Lillholm, Martin, Nielsen, Mads, Napolitano, George & von Euler-Chelpin, My Catarina, 2023, In: International Journal of Cancer. 152, 6, p. 1150-1158 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Breast density changes associated with postmenopausal hormone replacement therapy: post hoc radiologist- and computer-based analyses.
Nielsen, Mads, Pettersen, P., Alexandersen, P., Karemore, G., Raundahl, J., Loog, M. & Christiansen, C., 2010, In: Menopause . 17, 4, p. 772-778 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Breast density scoring with multiscale denoising autoencoders
Petersen, P. K., Chernoff, K., Nielsen, Mads & Ng, A. Y., 2012. 8 p.Research output: Contribution to conference › Paper › Research › peer-review
ID: 542361
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Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
Research output: Contribution to journal › Journal article › Research › peer-review
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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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