Mads Nielsen
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- Published
Screening mammography: benefit of double reading by breast density
von Euler-Chelpin, My Catarina, Lillholm, Martin, Napolitano, George, Vejborg, I., Nielsen, Mads & Lynge, Elsebeth, 2018, In: Breast Cancer Research and Treatment. 171, 3, p. 767-776 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Sensitivity of screening mammography by density and texture: a cohort study from a population-based screening program in Denmark
von Euler-Chelpin, My Catarina, Lillholm, Martin, Vejborg, I., Nielsen, Mads & Lynge, Elsebeth, 2019, In: Breast Cancer Research. 21, 1Research output: Contribution to journal › Journal article › Research › peer-review
Scale-time kernels and models
ter Haar Romeny, B. M., Florack, L. M. & Nielsen, Mads, 2001, Scale-Space and Morphology in Computer Vision. Springer Science+Business Media, p. 255-263 9 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
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Quantitative vertebral morphometry using neighbor-conditional shape models
de Bruijne, Marleen, Lund, M. T., Tankó, L. B., Pettersen, P. & Nielsen, Mads, 2007, In: Medical Image Analysis. 11, 5, p. 503-512Research output: Contribution to journal › Journal article › Research › peer-review
- Submitted
Supervised shape learning for fracture prediction
de Bruijne, Marleen, Nielsen, Mads & Pettersen, P., 2008, (Submitted) 10 Apr 2008Research output: Patent
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Spine Shape Predicts Vertebral Fractures in Postmenopausal Women
de Bruijne, Marleen, Pettersen, P. C., A. Ghosh, M. G. Sorensen & Nielsen, Mads, 2008, In: Journal of Bone and Mineral Research. Supl. S, p. S37 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
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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
- Published
Spinal image processing method, involves segmenting image of two vertebrae to obtain data representative of shape and size of vertebrae, and comparing shape and size with predicted unfractured shape and size of vertebrae
de Bruijne, Marleen, Lund, M., Nielsen, Mads & Pettersen, P., 2006, IPC No. G06T-007/00, Patent No. WO2006087190-A1, 24 Aug 2006, Priority date 16 Feb 2005, Priority No. GB003236Research output: Patent
Image segmentation by shape particle filtering
de Bruijne, M. & Nielsen, Mads, 2004, Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. Vol. 3. p. 722-725 4 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
A novel computer-based quantitative measurement of vertebral deformity in postmenopausal women: Implications for diagnosis and monitoring.
de Bruijne, M., Pettersen, P., Lund, M., Alexandersen, P., Tanko, L., Nielsen, Mads & Christiansen, C., 2006, JOURNAL OF BONE AND MINERAL RESEARCH. Vol. 21. p. S17-S17Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
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Simultaneous registration and bilateral differential bias correction in brain MRI
Zou, B., Pai, A. S. U., Sørensen, L. & Nielsen, Mads, 2014, Intelligent Imaging: Linking MR Acquisition and Processing.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Active Transfer Learning for 3D Hippocampus Segmentation
Wu, J., Kang, Zhongfeng, Llambias, Sebastian Nørgaard, Mehdipour Ghazi, Mostafa & Nielsen, Mads, 2023, Medical Image Learning with Limited and Noisy Data - 2nd International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Proceedings. Xue, Z., Antani, S., Zamzmi, G., Yang, F., Rajaraman, S., Liang, Z., Huang, S. X. & Linguraru, M. G. (eds.). Springer, p. 224-234 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14307 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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, In: B M C Cancer. 16, 12 p., 414.Research output: Contribution to journal › Journal article › Research › peer-review
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Risk stratification of women with false-positive test results in mammography screening based on mammographic morphology and density: a case control study
Winkel, R. R., von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Diao, P., Lillholm, Martin, Kallenberg, M., Forman, Julie Lyng, Nielsen, Michael Bachmann, Uldall, W. Y., Nielsen, Mads & Vejborg, I. M. M., Aug 2017, In: Cancer Epidemiology. 49, p. 53-60 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Inter-observer agreement according to three methods of evaluating mammographic density and parenchymal pattern in a case control study: impact on relative risk of breast cancer
Winkel, R. R., von Euler-Chelpin, My Catarina, Nielsen, Mads, Diao, P., Nielsen, Michael Bachmann, Uldall, W. Y. & Vejborg, I. M. M., 2015, In: BMC Cancer. 15, 14 p., 274.Research output: Contribution to journal › Journal article › Research › peer-review
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The combined effect of mammographic texture and density on breast cancer risk: a cohort study
Wanders, J. O. P., van Gils, C. H., Karssemeijer, N., Holland, K., Kallenberg, M., Peeters, P. H. M., Nielsen, Mads & Lillholm, Martin, 2018, In: Breast Cancer Research. 20, 10 p., 36.Research output: Contribution to journal › Journal article › Research › peer-review
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Impact of adding breast density to breast cancer risk models: A systematic review
Vilmun, B. M., Vejborg, I., Lynge, E., Lillholm, Martin, Nielsen, Mads, Nielsen, Michael Bachmann & Carlsen, Jonathan Frederik, Jun 2020, In: European Journal of Radiology. 127, 9 p., 109019.Research output: Contribution to journal › Review › Research › peer-review
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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
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Diagnosis of early osteoarthritis by knee joint congruity quantified automatically from MRI
Tummala, S., Dam, E. B. & Nielsen, Mads, 2011, In: Osteoarthritis and Cartilage. 19, Supplement 1, p. S51 1 p., 98.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
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Curve Evolution in Subspaces
Tatu, A. J., Lauze, F., Nielsen, Mads & Olsen, O. F., 2007, Scale Space and Variational Methods: First International Conference, SSVM 2007, Ischia, Italy, May 30 - June 2, 2007. Proceedings. Sgallari, F., Murli, A. & Paragios, N. (eds.). Springer, p. 754 - 764 (Lecture notes in computer science; No. 4485).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Exploring the representation capabilities of the HOG descriptor
Tatu, A. J., Lauze, Francois Bernard, Nielsen, Mads & Kimia, B., 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). IEEE, p. 1410-1417 8 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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, In: Journal of Mathematical Imaging and Vision. 38, 3, p. 226-240 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
AI supported fetal echocardiography with quality assessment
Taksoee-Vester, C. A., Mikolaj, K., Bashir, Z., Christensen, A. N., Petersen, Olav Bennike Bjørn, Sundberg, K., Feragen, A., Svendsen, M. B. S., Nielsen, Mads & xgz472, xgz472, 2024, In: Scientific Reports. 14, 1, 9 p., 5809.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
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 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Texture-based analysis of COPD: a data-driven approach
Sørensen, L., Nielsen, Mads, Lo, P. C. P., Ashraf, H., Pedersen, J. J. H. & de Bruijne, Marleen, 2012, In: I E E E Transactions on Medical Imaging. 31, 1, p. 70-78 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Hippocampal texture provides volume independent information for Alzheimer's diagnosis
Sørensen, L., Pai, A. S. U., Darkner, Sune, Suhy, J., Oh, J., Chen, G., Igel, Christian & Nielsen, Mads, 2012, In: Alzheimer's & Dementia. 8, 4, Supplement, p. 15 1 p., IC-P-013.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination
Sørensen, L. & Nielsen, Mads, 2018, In: Journal of Neuroscience Methods. 302, SI, p. 66-74Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Hippocampal texture predicts conversion from MCI to Alzheimer's disease
Sørensen, L., Igel, Christian & Nielsen, Mads, 2013, In: Alzheimer's & Dementia. 9, 4, Supplement, p. P52 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
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Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
Sørensen, L., Igel, Christian, Pai, A. S. U., Balas, I., Anker, C., Lillholm, Martin & Nielsen, Mads, 2017, In: NeuroImage: Clinical. 13, p. 470-482 13 p.Research output: Contribution to journal › Journal article › 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
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Improved Alzheimer's disease diagnostic performance using structural MRI: validation of the MRI combination biomarker that won the CADDementia challenge
Sørensen, L., Lillholm, Martin, Pai, A. S. U., Balas, I., Anker, C., Igel, Christian & Nielsen, Mads, 2015, In: Insights into Imaging. 6, Supplement 1, 1 p., B-0077.Research output: Contribution to journal › Conference abstract in journal › Research
- Published
Hippocampal texture predicts one-year hippocampal atrophy in mild cognitively impaired subjects
Sørensen, L., Pai, A. S. U., Mysling, P., Darkner, Sune, Chen, G., Oh, J., Suhy, J., Igel, Christian & Nielsen, Mads, 2013. 1 p.Research output: Contribution to conference › Poster › Research › peer-review
- Published
MCI trial enrichment using MRI hippocampus texture
Sørensen, L., Igel, Christian & Nielsen, Mads, 2016, In: Alzheimer's & Dementia. 12, 7, Supplement, p. P108–P109 2 p., IC-P-146.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Early detection of Alzheimer's disease using MRI hippocampal texture
Sørensen, L., Igel, Christian, Hansen, N. L., Osler, Merete, Lauritzen, Martin, Rostrup, Egill & Nielsen, Mads, 2016, In: Human Brain Mapping. 37, 3, p. 1148-1161 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Hippocampal texture predicts conversion from MCI to Alzheimer's disease
Sørensen, L., Pai, A. S. U., Igel, Christian & Nielsen, Mads, 2013, In: Alzheimer's & Dementia. 9, 4, Supplement, p. P581 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Hippocampal MRI texture is related to hippocampal glucose metabolism
Sørensen, L., Pai, A. S. U., Igel, Christian & Nielsen, Mads, 2015, In: Alzheimer's & Dementia. 11, 7, Supplement, p. P55-P56 2 p., IC-P-077.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
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Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry
Sørensen, L., Pai, A. S. U., Anker, C., Balas, I., Lillholm, Martin, Igel, Christian & Nielsen, Mads, 2014, MICCAI 2014 Workshop Proceedings: Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data. Bron, E. E., Smits, M., van Swieten, J. C., Niessen, W. J. & Klein, S. (eds.). Erasmus Universiteit Rotterdam, p. 111-118 8 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial
Sørensen, L., Nielsen, Mads, Petersen, Jens, Pedersen, J. H., Dirksen, A. & de Bruijne, Marleen, 2020, In: American Journal of Roentgenology. 214, 6, p. 1269-1279Research output: Contribution to journal › Journal article › 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
Combining different views of mammographic texture resemblance (MTR) marker of breast cancer risk
Sun, S., Karemore, G., Chernoff, K., Karssemeijer, N. & Nielsen, Mads, 2011. 2 p.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
- Published
A note on differential corner measures
Sporring, Jon, Nielsen, Mads, Weickert, J. & Olsen, O. F., 1998, (Technical Report; No. 1, Vol. 98).Research output: Book/Report › Report › Research
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Direct estimation of Time To Contact
Sporring, Jon & Nielsen, Mads, 1995, Proceedings of the 9th Scandinavian Conference on Image Analysis.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Gaussian Scale-Space Theory
Sporring, Jon, Nielsen, Mads, Florack, L. M. & Johansen, P., 1997, Dordrecht: Kluwer Academic Publishers.Research output: Book/Report › Anthology › Research
- Published
A note on differential corner measures
Sporring, Jon, Nielsen, Mads, Weickert, J. & Olsen, O. F., 1998, Proceedings of 14th International Conference on Pattern Recognition (ICPR 14). p. 652-654Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Smoothing images creates corners
Sporring, Jon, Olsen, O. F., Nielsen, Mads & Weickert, J., 2000, In: Image and Vision Computing. 18, 3, p. 261-266Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Direct estimation of Time To Contact
Sporring, Jon & Nielsen, Mads, 1995, Proceedings fra Den Fjerde Danske Konference om Mønstergenkendelse og Billedanalyse. DIKU, p. 192-202Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
- Published
Detection and Localization of Random Signals
Sporring, Jon, Olsen, N. H. & Nielsen, Mads, 2003, Scale Space Methods in Computer Vision: 4th International Conference, Scale Space 2003 Isle of Skye, UK, June 10–12, 2003 Proceedings. p. 785-797 (Lecture notes in computer science, Vol. 2695/2003).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Higher-order momentum distributions and locally affine LDDMM registration
Sommer, Stefan Horst, Nielsen, Mads, Darkner, Sune & Pennec, X., 2013, In: S I A M Journal on Imaging Sciences. 6, 1, p. 341-367 27 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
Sparsity and scale: compact representations of deformation for diffeomorphic registration
Sommer, Stefan Horst, Nielsen, Mads & Pennec, X., 2012, 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA). IEEE, p. 217-224 8 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Sparse multi-scale diffeomorphic registration: the kernel bundle framework
Sommer, Stefan Horst, Lauze, Francois Bernard, Nielsen, Mads & Pennec, X., 2013, In: Journal of Mathematical Imaging and Vision. 46, 3, p. 292-308 17 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A multi-scale kernel bundle for LDDMM: towards sparse deformation description across space and scales
Sommer, Stefan Horst, Nielsen, Mads, Lauze, Francois Bernard & Pennec, X., 2011, Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. Székely, G. & Hahn, H. K. (eds.). Springer, p. 624-35 12 p. (Lecture notes in computer science, Vol. 6801).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Kernel bundle EPDiff: Evolution equations for multi-scale diffeomorphic image registration
Sommer, Stefan Horst, Lauze, Francois Bernard, Nielsen, Mads & Pennec, X., 2012, Scale Space and Variational Methods in Computer Vision - Third International Conference, SSVM 2011, Revised Selected Papers: Third International Conference, SSVM 2011, Ein-Gedi, Israel, May 29 – June 2, 2011, Revised Selected Papers. Bruckstein, A., ter Haar Romeny, B. M., Bronstein, A. M. & Bronstein, M. M. (eds.). Springer, p. 677-688 12 p. (Lecture notes in computer science, Vol. 6667).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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. (eds.). Springer, Vol. Part VI. p. 43-56 14 p. (Lecture notes in computer science; No. 6316).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Optimization over geodesics for exact principal geodesic analysis
Sommer, Stefan Horst, Lauze, Francois Bernard & Nielsen, Mads, 2014, In: Advances in Computational Mathematics. 40, 2, p. 283-313 31 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Superior assessment of CVD death by MACD index compared with the framingham score is highly associated with predisposition to diabetes
Soltyskinska, E., Barascuk, N., Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2008. 1 p.Research output: Contribution to conference › Conference abstract for conference › Research
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Lung Segmentation from Chest X-rays using Variational Data Imputation
Selvan, Raghav, Dam, Erik Bjørnager, Rischel, S., Sheng, K., Nielsen, Mads & Pai, A., 20 May 2020, In: OpenReview.net. 7 p.Research output: Contribution to journal › Conference article › Research
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
Breast Tissue Density Measure
Raundahl, J., Loog, M. & Nielsen, Mads, 1 Feb 2007Research output: Patent
- 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
Evaluation of four mammographic density measures on HRT data
Raundahl, J., Loog, M. & Nielsen, Mads, 2007, Medical imaging 2007: Image processing, 18-20 February, San Diego, California, USA. SPIE, 6 p. (Proceedings of SPIE; No. Vol. 6512).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Processing method for mammogram image of breast involves deriving parameter that changes alongside changes in breast density based on aggregate pixel membership scores of classes
Raundahl, J., Loog, M., Nielsen, Mads, Brandt, S. S. & Karemore, G., 2007, IPC No. G06K-009/52, Patent No. WO2007090892-A1, 16 Aug 2007, Priority date 10 Feb 2006, Priority No. GB002739Research output: Patent
Mammographic density measured as changes in tissue structure caused by hrt
Raundahl, J., Loog, M. & Nielsen, Mads, 2006, Medical Imaging. p. 61440G-61440GResearch output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
Effect of projective viewpoint in detecting temporal density changes
Raundahl, J., Nielsen, Mads, Olsen, O. F. & Bagger, Y. Z., 2004, Proceedings of SPIE. p. 85-92 (Medical Imaging 2004: Image Processing, Vol. 5370).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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TV-L1 optical flow for vector valued images
Rakêt, L. L., Roholm, L., Nielsen, Mads & Lauze, Francois Bernard, 2011, Energy Minimization Methods in Computer Vision and Pattern Recognition: 8th International Conference, EMMCVPR 2011, St. Petersburg, Russia, July 25-27, 2011. Proceedings. Boykov, Y., Kahl, F., Lempitsky, V. & Schmidt, F. R. (eds.). Springer, p. 329-343 15 p. (Lecture notes in computer science, Vol. 6819).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A splitting algorithm for directional regularization and sparsification
Rakêt, L. L. & Nielsen, Mads, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR). IEEE, p. 3094-3098 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › 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
- Published
Osteoarthritic Cartilage is more Homogeneous than Healthy Cartilage – Identification of a Superior ROI Co-localised with a Major Risk Factor for Osteoarthritis
Qazi, A. A., Dam, E. B., Nielsen, Mads, Karsdal, M., Pettersen, P. & Christiansen, C., 1 Oct 2007, In: Academic Radiology. 14, 10, p. 1209-1220 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A framework for optimizing measurement weight maps to minimize the required sample size
Qazi, A. A., Jørgensen, D. R., Lillholm, Martin, Loog, M., Nielsen, Mads & Dam, Erik Bjørnager, 2010, In: Medical Image Analysis. 14, 3, p. 255-264 10 p.Research output: Contribution to journal › Journal article › 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
Homogeneity discrimination leads to identification of a superior ROI in knee cartilage
Qazi, A. A., Dam, E., Karsdal, M., Nielsen, Mads & Christiansen, C., 2008, EULAR, European League against rheumatism: Abstract archive. EULAR, 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research
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A Variational Method for Automatic Localization of the most Pathological ROI
Qazi, A. A., Dam, E., Loog, M., Nielsen, Mads, Lauze, Francois Bernard & Christiansen, C., 2008, Medical Imaging 2008: Image processing, Conference Proceedings. Reinhardt, J. M. & Pluim, J. P. W. (eds.). SPIE - International Society for Optical Engineering, p. Article 69140T 9 p. (Proceedings of SPIE; No. 6914).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Osteoarthritic cartilage is more homogeneous than healthy cartilage: identification of a superior region of interest colocalized with a major risk factor for osteoarthritis
Qazi, A. A., Dam, Erik Bjørnager, Nielsen, Mads, Karsdal, M. A., Pettersen, P. C. & Christiansen, C., Oct 2007, In: Academic Radiology. 14, 10, p. 1209-20 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network
Prasoon, A., Petersen, P. K., Igel, Christian, Lauze, Francois Bernard, Dam, Erik Bjørnager & Nielsen, Mads, 2013, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (eds.). Springer, p. 246-253 8 p. (Lecture notes in computer science, Vol. 8150).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage
Prasoon, A., Igel, Christian, Loog, M., Lauze, Francois Bernard, Dam, E. & Nielsen, Mads, 2012, Medical Imaging 2012: Image Processing. Haynor, D. R. & Ourselin, S. (eds.). SPIE - International Society for Optical Engineering, Vol. 8314. 9 p. 83144V. (SPIE Proceedings, Vol. 8314).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Femoral cartilage segmentation in knee MRI scans using two stage voxel classification
Prasoon, A., Igel, Christian, Loog, M., Lauze, Francois Bernard, Dam, E. & Nielsen, Mads, 2013, 35th Annual International Conference of the IEEE; Engineering in Medicine and Biology Society (EMBC), 2013. IEEE, p. 5469-5472 4 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease
Pillai, J. A., Bena, J., Bebek, G., Bekris, L. M., Bonner-Jackson, A., Kou, L., Pai, A., Sørensen, L., Nielsen, Mads, Rao, S. M., Chance, M., Lamb, B. T. & Leverenz, J. B., 2020, In: Annals of Clinical and Translational Neurology. 7, 7, p. 1225-1239 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline
Pillai, J., Pai, A. S. U., Sørensen, L. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P538-P539 2 p., P2-186.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
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Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline
Pillai, J., Pai, A. S. U., Sørensen, L. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P34-P35 2 p., IC-P-061.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Parallel Assessment of the Impact of Different Hormone Replacement Therapies on Breast Density by Radiologist- and Computer-Based Analyses of Mammograms
Pettersen, P., Raundahl, J., Loog, M., Nielsen, Mads, Tankó, L. B. & Christiansen, C., 2008, In: Climacteric. 11, 2, p. 135-143 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Parallel assessment of the impact of different hormone replacement therapies on breast density by radiologist-and computer-based analyses of mammograms
Pettersen, P. C., Raundahl, J., Loog, M., Nielsen, Mads, Tankó, L. B. & Christiansen, C., 2008, In: Climacteric. 11, 2, p. 135-143 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
A static SMC sampler on shapes for the automated segmentation of aortic calcifications
Petersen, P. K., Nielsen, Mads & Brandt, S. S., 2010, Computer Vision – ECCV 2010: 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part IV. Daniilidis, K., Maragos, P. & Paragios, N. (eds.). Springer, p. 666-679 14 p. (Lecture notes in computer science, Vol. 6314).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › 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
- Published
Breast tissue segmentation and mammographic risk scoring using deep learning
Petersen, P. K., Nielsen, Mads, Diao, P., Karssemeijer, N. & Lillholm, Martin, 2014, Breast imaging: 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29 – July 2, 2014. Proceedings. Fujita, H., Hara, T. & Muramatsu, C. (eds.). Springer Science+Business Media, p. 88-94 7 p. (Lecture notes in computer science, Vol. 8539).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs
Petersen, P. K., Ganz, Melanie, Mysling, P., Nielsen, Mads, Erleben, L. L., Crimi, A. & Brandt, S. S., 2012, In: I E E E Transactions on Medical Imaging. 31, 3, p. 663-676 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Conditional point distribution models
Petersen, P. K., Nielsen, Mads & Brandt, S. S., 2011, Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging: International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers. Menze, B., Langs, G., Tu, Z. & Criminisi, A. (eds.). Springer, p. 1-10 10 p. (Lecture notes in computer science, Vol. 6533).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Fully automatic estimation of film-based breast percentage density separate out postmenopausal hormone replacement treatment effects as well as expert's estimation
Petersen, K., Chernoff, K., Karemore, G. R., Christiansen, C. & Nielsen, Mads, 2012, In: European Journal of Cancer. 48, Supplement 1, p. S145 1 p., 351.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
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. (eds.). CreateSpace Independent Publishing Platform , p. 11-22 12 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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. (eds.). Springer, p. 49-60 12 p. (Lecture notes in computer science, Vol. 6801).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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, In: Medical Image Analysis. 18, 3, p. 531-541 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation
Petersen, Jens, Wille, M. M. W., Raket, L. L., Feragen, A., Pedersen, J. H., Nielsen, Mads, Dirksen, A. & de Bruijne, Marleen, 2014, In: European Radiology. 24, 9, p. 2319-2325 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Quantitative analysis of airway abnormalities in CT
Petersen, Jens, Lo, P. C. P., Nielsen, Mads, Edula, G., Ashraf, H., Dirksen, A. & de Bruijne, Marleen, 2010, Medical Imaging 2010: computer-aided Diagnosis. Karssemeijer, N. & Summers, R. M. (eds.). SPIE - International Society for Optical Engineering, 12 p. 76241S. (Progress in Biomedical Optics and Imaging; No. 34, Vol. 11).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Increasing Accuracy of Optimal Surfaces Using Min-marginal Energies
Petersen, Jens, Arias-Lorza, A. M., Selvan, Raghav, Bos, D., van der Lugt, A., Pedersen, J. H., Nielsen, Mads & de Bruijne, Marleen, 1 Jan 2019, In: IEEE Transactions on Medical Imaging. 38, 7, p. 1559-1568 8599009.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Mathematical methods for medical imaging
Pennec, X., Joshi, S. & Nielsen, Mads, 2013, In: International Journal of Computer Vision. 105, 2, p. 109-110 2 p.Research output: Contribution to journal › Editorial › Research
- Published
Proceedings of the Fourth International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Biological Shape Variability Modeling (MFCA 2013), Nagoya, Japan
Pennec, X. (ed.), Joshi, S. (ed.), Nielsen, Mads (ed.), Fletcher, T. P. (ed.), Durrleman, S. (ed.) & Sommer, Stefan Horst (ed.), 2013, INRIA. 134 p.Research output: Book/Report › Book › Research › peer-review
- Published
Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy: geometrical and statistical methods for modelling biological shape variability
Pennec, X. (ed.), Joshi, S. (ed.) & Nielsen, Mads (ed.), 2011, HAL. 200 p.Research output: Book/Report › Book › Research › peer-review
- Published
Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015)
Pennec, X. (ed.), Joshi, S. (ed.), Nielsen, Mads (ed.), Fletcher, T. P. (ed.), Durrleman, S. (ed.) & Sommer, Stefan Horst (ed.), 2015, INRIA. 173 p.Research output: Book/Report › Anthology › Research
The hausdorff dimension and scale-space normalization of natural images
Pedersen, K. S. & Nielsen, Mads, 2000, In: Journal of Visual Communication and Image Representation. 11, 2, p. 266-277 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
The Hausdorff Dimension and Scale-Space Normalization of 'Natural Images'
Steenstrup Pedersen, Kim & Nielsen, Mads, 1999.Research output: Contribution to conference › Conference abstract for conference › 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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