Mads Nielsen

Mads Nielsen

Professor

ORCID: 0000-0003-1535-068X

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  1. 3D analysis of craniofacial growth and tooth eruption in Apert syndrome

    Kreiborg, S., Schleidt, D. T., Skovby, F., Larsen, P., Andresen, P. R., Nielsen, Mads & Darvann, T., 1999

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning › fagfællebedømt

  2. 3D techniques in studies on craniofacial anomalies

    Kreiborg, S., Andresen, P. R., Darvann, T., Dorbrzeniecki, A., Hermann, N., Kitai, N., Larsen, P., Nielsen, Mads, Quistdorff, B. & Schleidt, D. T., 1999

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning › fagfællebedømt

  3. Udgivet

    4D shape-preserving modelling of bone growth

    Andresen, P. R., Nielsen, Mads & Kreiborg, Sven, 1998, Medical Image Computing and Computer-Assisted Intervention - MICCAI’98: First International Conference Cambridge, MA, USA, October 11–13, 1998 Proceedings. Wells, W. M., Colchester, A. & Delp, S. (red.). Springer, s. 710-719 10 s. (Lecture notes in computer science, Bind 1496).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  4. Udgivet

    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 okt. 2007, I: Academic Radiology. 14, 10, s. 1209-1220 11 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  5. Udgivet

    Bayes estimation of shape model with application to vertebrae boundaries

    Crimi, A., Ghosh, A., Sporring, Jon & Nielsen, Mads, 2009, Medical Imaging 2009: Image Processing (Proceedings Volume). Bind 7259. 8 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  6. Udgivet

    Low dose transdermal estradiol induces breast density and heterogeneity changes comparable to those of raloxifene

    Nielsen, Mads, Raundahl, J., Pettersen, P., Loog, M., Karemore, Gopal, Karsdal, M. & Christiansen, C., 2009, I: Menopause . 16, 4, s. 785-791 7 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  7. Udgivet

    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, I: I E E E Transactions on Medical Imaging. 31, 3, s. 663-676 14 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  8. Udgivet

    A Computer-based Measure Using Normalized Heights Predicts Vertebral  Fracture Independent of BMD in Post-menopausal Women

    A. Ghosh, de Bruijne, Marleen, C. Pettersen, M. A. Karsdal, D. J. Leeming, C. Christiansen, P. & Nielsen, Mads, 2008, I: Journal of Bone and Mineral Research. suppl. S, s. S333 1 s.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  9. Udgivet

    A Family of Principal Component Analyses for Dealing with Outliers

    Iglesias, J. E., de Bruijne, Marleen, Loog, M., Lauze, F. B. & Nielsen, Mads, 2007, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007: 10th International Conference, Brisbane, Australia, October 29- November 2, 2007, Proceedings, Part II. Ayache, N., Ourselin, S. & Maeder, A. (red.). Springer, s. 178-185 (Lecture notes in computer science; Nr. 4792).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  10. A PDE Solution of Brownian Warping

    Nielsen, Mads & Johansen, P., 2004, Computer Vision - ECCV 2004: 8th European Conference on Computer Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part IV. <Forlag uden navn>, s. 180-191 (Lecture notes in computer science, Bind 3024/2004).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  11. Udgivet

    A SVD Based Image Complexity Measure

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2009, VISAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS. Bind 2. s. 34-39 6 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  12. A Variational Algorithm For Motion Compensated Inpainting.

    Lauze, F. & Nielsen, Mads, 2004, BMVC. s. 1-11 11 s.

    Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt

  13. Udgivet

    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. (red.). SPIE - International Society for Optical Engineering, s. Article 69140T 9 s. (Proceedings of SPIE; Nr. 6914).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  14. Udgivet

    A buffered online transfer learning algorithm with multi-layer network

    Kang, Zhongfeng, Yang, B., Nielsen, Mads, Deng, L. & Yang, S., 2022, I: Neurocomputing. 488, s. 581-597 17 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  15. Udgivet

    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, I: Medical Image Analysis. 14, 3, s. 255-264 10 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  16. Udgivet

    A geometric framework for statistics on trees

    Feragen, A., Nielsen, Mads, Hauberg, S., Lo, P. C. P., de Bruijne, Marleen & Lauze, Francois Bernard, 2011, Department of Computer Science, University of Copenhagen. 47 s. (Koebenhavns Universitet. Datalogisk Institut. Rapport; Nr. 11/02).

    Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning

  17. Udgivet

    A longitudinal follow-up of COPD disease progression in a large cohort of smokers screened for early lung cancer: CBQ study

    Ashraf, H., Edula, G., de Bruijne, Marleen, Nielsen, Mads, Dahlbäck, A. D. M. & Pedersen, J. H., 2009, I: American Journal of Respiratory and Critical Care Medicine. s. A1492 1 s.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  18. Udgivet

    A method to determine the mammographic regions that show early changes due to the development of breast cancer

    Karemore, Gopal, Nielsen, Mads, Karssemeijer, N. & Brandt, S. S., 2014, I: Physics in Medicine and Biology. 59, 22, s. 6759-6773 15 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  19. Udgivet

    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. (red.). Springer, s. 624-35 12 s. (Lecture notes in computer science, Bind 6801).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  20. Udgivet

    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). s. 652-654

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  21. Udgivet

    A note on differential corner measures

    Sporring, Jon, Nielsen, Mads, Weickert, J. & Olsen, O. F., 1998, (Technical Report; Nr. 1, Bind 98).

    Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning

  22. Udgivet

    A novel and automatic mammographic texture resemblance marker is an independent risk factor for breast cancer

    Nielsen, Mads, Karemore, Gopal, Loog, M., Raundahl, J., Karssemeijer, N., Otten, J. D. M., Karsdal, M. A., Vachon, C. M. & Christiansen, C., 2011, I: Cancer Epidemiology. 35, 4, s. 381–387 7 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  23. 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. Bind 21. s. S17-S17

    Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt

  24. A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images

    Conrad-Hansen, L. A., de Bruijne, M., Lauze, F., Tanko, L. B. & Nielsen, Mads, 2006, Medical Imaging. s. 61441F-61441F

    Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt

  25. Udgivet

    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, s. 3094-3098 5 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  26. Udgivet

    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. (red.). Springer, s. 666-679 14 s. (Lecture notes in computer science, Bind 6314).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  27. Udgivet

    A statistical model for simultaneous template estimation, bias correction, and registration of 3D brain images

    Pai, A. S. U., Sommer, Stefan Horst, Raket, L. L., Kühnel, L., Darkner, Sune, Sørensen, L. & Nielsen, Mads, 2017, Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Müller, H., Kelm, B. M., Arbel, T., Cai, W., Cardoso, M. J., Langs, G., Menze, B., Metaxas, D., Montillo, A., Wells, W. M., Zhang, S., Chung, A. C. S., Jenkinson, M. & Ribbens, A. (red.). Springer, s. 151-159 9 s. (Lecture notes in computer science, Bind 10081).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  28. A total variation motion adaptive deinterlacing scheme

    Keller, S., Lauze, F. & Nielsen, Mads, 2005, Scale Space and PDE Methods in Computer Vision. Springer Science+Business Media, s. 408-418 11 s.

    Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt

  29. Udgivet

    A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models

    Mysling, P., Petersen, P. K., Nielsen, Mads & Lillholm, Martin, 2013, I: Machine Vision & Applications. 24, 7, s. 1421–1434 14 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  30. A variational method of finding brownian warps

    Nielsen, Mads, 2004.

    Publikation: Konferencebidrag › Paper › Forskning › fagfællebedømt

  31. Udgivet

    Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome

    Barascuk, N., Ganz, Melanie, Nielsen, Mads, Register, T. C., Rasmussen, L. M., A. Karsdal, M. & Christiansen, C., 2011, I: B M C Cardiovascular Disorders. 11, 9 s., 11.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  32. Udgivet

    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. (red.). Springer, s. 224-234 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 14307 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  33. Udgivet

    Adaptive time-stepping in dieomorphic image registration with bounded inverse consistency error

    Pai, A. S. U., Klein, S., Sommer, Stefan Horst, Sørensen, L., Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) . INRIA, s. 35-47

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  34. Udgivet

    Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error

    Pai, A. S. U., Klein, S., Sommer, Stefan Horst, Sørensen, L. E. B. L., Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , s. 35-47 13 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  35. Alternative 2D Shape Representations using the Symmetry Set

    Kuijper, A., Olsen, O. F., Giblin, P. & Nielsen, Mads, 2006, I: Journal of Mathematical Imaging and Vision. 26, 1-2, s. 127-147

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  36. Udgivet

    Alzheimer's disease diagnostic performance of a multi-atlas hippocampal segmentation method using the harmonized hippocampal protocol

    Anker, C., Sørensen, L., Pai, A. S. U., Lyksborg, M., Lillholm, Martin, Conradsen, K., Larsen, R. & Nielsen, Mads, 2014. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt

  37. Udgivet

    An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders

    Laprade, W. M., Westergaard, Jesper Cairo, Nielsen, J., Nielsen, Mads & Dahl, A. B., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (red.). Springer, s. 191-202 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13886 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  38. Udgivet

    An Artificial Intelligence–based Mammography Screening Protocol for Breast Cancer: Outcome and Radiologist Workload

    Lauritzen, Andreas, Rodríguez-Ruiz, A., von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, I., Nielsen, Mads, Karssemeijer, N. & Lillholm, Martin, 2022, I: Radiology. 304, 1, s. 41-49

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  39. Udgivet

    An Automatic Framework for Assessing Breast Cancer Risk Due to Various Hormone Replacement Therapies (HRT): 4th International Workshop on Breast Densitometry and Breast Cancer Risk Assessment, San Francisco, United States

    Karemore, Gopal, Brandt, S. & Nielsen, Mads, 2009.

    Publikation: Konferencebidrag › Poster › Forskning

  40. Udgivet

    An airway tree-shape model for geodesic airway branch labeling

    Feragen, A., Lo, P. C. P., Gorbunova, V., Nielsen, Mads, Dirksen, A., Reinhardt, J. M., Lauze, Francois Bernard & de Bruijne, Marleen, 2011, MFCA 2011: 3rd MICCAI Workshop on Mathematical Foundations of Computational Anatomy. Pennec, X., Joshi, S. & Nielsen, M. (red.). s. 123-134 12 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  41. Udgivet

    An anatomically oriented breast coordinate system for mammogram analysis

    Brandt, S., Karemore, Gopal, Karssemeijer, N. & Nielsen, Mads, 2011, I: I E E E Transactions on Medical Imaging. 30, 10, s. 1841-1851 11 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  42. Udgivet

    An automatic framework for assessing breast cancer risk due to various hormone replacement therapies (HRT): a novel CAD application in digital mammography

    Karemore, Gopal, Brandt, S. & Nielsen, Mads, 2010.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  43. Udgivet

    Analysing the dynamics of target and spiral waves by image processing techniques

    Jensen, F. G., Sporring, Jon, Nielsen, Mads & Sørensen, Preben Graae, 1998, (Technical Report; Nr. 16, Bind 98).

    Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning

  44. Accepteret/In press

    Anatomic breast coordinate system for mammogram analysis: 5th International Workshop on Breast Densitometry and Breast Cancer Risk Assessment ,San Francisco, United States

    Karemore, Gopal, Brandt, S., Karssemeijer, N. & Nielsen, Mads, 2011, (Accepteret/In press).

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  45. Udgivet

    Anatomy driven breast coordinate system for mammogram analysis

    Brandt, S. S., Karemore, Gopal, Karssemeijer, N. & Nielsen, Mads, 2011. 2 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt

  46. Udgivet

    Anisotropic diffusion tensor applied to temporal mammograms: an application to breast cancer risk assessment

    Karemore, Gopal, Brandt, S., Sporring, Jon & Nielsen, Mads, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, s. 3178-3181 4 s. (I E E E Engineering in Medicine and Biology Society. Conference Proceedings).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  47. Approximating Non-linear Diffusion

    Dam, E. B., Olsen, O. F. & Nielsen, Mads, 2003, Scale Space Methods in Computer Vision: 4th International Conference, Scale Space 2003 Isle of Skye, UK, June 10–12, 2003 Proceedings. <Forlag uden navn>, s. 117-131 (Lecture notes in computer science, Bind 2695/2003).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  48. Udgivet

    Assessing Breast Cancer Risk by Combining AI for Lesion Detection and Mammographic Texture

    Lauritzen, Andreas, von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, I., Nielsen, Mads, Karssemeijer, N. & Lillholm, Martin, 2023, I: Radiology. 308, 2, 8 s., e230227.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  49. Udgivet

    Assessing breast cancer masking risk in full field digital mammography with automated texture analysis

    Kallenberg, M. G. J., Lillholm, Martin, Diao, P., Holland, K., Karssemeijer, N., Igel, Christian & Nielsen, Mads, 2015, 7th International Workshop on Breast Densitometry and Cancer Risk Assessment (Non-CME). University of California, s. 109 1 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning › fagfællebedømt

  50. Udgivet

    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, s. 218 1 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning › fagfællebedømt

  51. Udgivet

    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 s.

    Publikation: Working paper › Preprint

  52. Udgivet

    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, I: Arteriosclerosis, Thrombosis, and Vascular Biology. 6, s. e48-e48 1 s.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  53. Udgivet

    Automated effect-specific mammographic pattern measures

    Raundahl, J., Loog, M., Pettersen, P., Tankó, L. B. & Nielsen, Mads, 1 aug. 2008, I: IEEE Transactions on Medical Imaging. 27, 8, s. 1054-1060 7 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  54. Udgivet

    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, I: Alzheimer's & Dementia. 10, 4, Supplement, s. P415-P416 2 s., P1-288.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  55. Udgivet

    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, I: Alzheimer's & Dementia. 10, 4, Supplement, s. P33 1 s., IC-P-058.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  56. Udgivet

    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, I: Insights into Imaging. 6, 1, Supplement, 1 s., B-0212.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  57. Udgivet

    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. (red.). SPIE, 8 s. (Proceedings of SPIE; Nr. 6512).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  58. Afsendt

    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, (Afsendt)

    Publikation: Patent

  59. Udgivet

    Automatic and consistent registration framework for temporal pairs of mammograms in application to breast cancer risk assessment due to hormone replacement therapy (HRT)

    Karemore, Gopal, Carreras, I. A. & Nielsen, Mads, 2009, I: International Journal of Computer Assisted Radiology and Surgery. suppl 1, s. S356

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

  60. Udgivet

    Automatic breast cancer risk assessment from digital mammograms

    Karemore, Gopal, Brandt, S., Karssemeijer, N. & Nielsen, Mads, 2011. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  61. Udgivet

    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. (red.). Springer, s. 51-61 11 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  62. Udgivet

    Automatic quantification of tibio-femoral contact area and congruity

    Tummala, S., Nielsen, Mads, Lillholm, Martin, Christiansen, C. & Dam, Erik Bjørnager, 2012, I: I E E E Transactions on Medical Imaging. 31, 7, s. 1404-1412 9 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  63. Udgivet

    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, I: SPIE Journal of Medical Imaging. 2, 2, 13 s., 024001.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  64. Udgivet

    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. (red.). Springer, s. 10-17 8 s. (Lecture notes in computer science, Bind 7009).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  65. Udgivet

    BMD PREDICTION OF DEATH IS ENCAPSULATED BY THE MORPHOLOGICAL ATHEROSCLEROSIS CALCIFICATION DISTRIBUTION (MACD) INDEX

    Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2009, I: Bone. suppl. 2, s. S265 1 s.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

  66. Udgivet

    Bi-modal Variational Autoencoders for Metabolite Identification Using Tandem Mass Spectrometry

    Kutuzova, S., Igel, Christian, Nielsen, Mads & McCloskey, D., 2021, bioRxiv, 22 s.

    Publikation: Working paper › Preprint

  67. Udgivet

    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, s. 157-163 7 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  68. Udgivet

    Binocular dense depth reconstruction using isotropy constraint

    Nielsen, Mads & Deriche, R., 1995, I: Theory and Applications of Image Processing IIG. Borgefors, Ed. s. 127-140 14 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  69. Binocular stereo from grey-scale images

    Nielsen, Mads, Maas, R., Niessen, W. J., Florack, L. L. & Romeny, B. M. T. H., 1999, I: Journal of Mathematical Imaging and Vision. 10, 2, s. 103-122 20 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  70. Udgivet

    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, I: BMC Medical Imaging. 14, 1, 12 s., 21.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  71. Udgivet

    Breast Tissue Density Measure

    Raundahl, J., Loog, M. & Nielsen, Mads, 1 feb. 2007

    Publikation: Patent

  72. Udgivet

    Breast density and risk of breast cancer

    Lynge, Elsebeth, Vejborg, I., Lillholm, Martin, Nielsen, Mads, Napolitano, George & von Euler-Chelpin, My Catarina, 2023, I: International Journal of Cancer. 152, 6, s. 1150-1158 9 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  73. Udgivet

    Breast density changes associated with postmenopausal hormone replacement therapy: post hoc radiologist- and computer-based analyses.

    Nielsen, Mads, Pettersen, P., Alexandersen, P., Karemore, Gopal, Raundahl, J., Loog, M. & Christiansen, C., 2010, I: Menopause . 17, 4, s. 772-778 7 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  74. Udgivet

    Breast density scoring with multiscale denoising autoencoders

    Petersen, P. K., Chernoff, K., Nielsen, Mads & Ng, A. Y., 2012. 8 s.

    Publikation: Konferencebidrag › Paper › Forskning › fagfællebedømt

  75. Udgivet

    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. (red.). Springer Science+Business Media, s. 88-94 7 s. (Lecture notes in computer science, Bind 8539).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  76. Udgivet

    Breast tissue segmentation from x-ray radiographs

    Chen, C., Nielsen, Mads, Karssemeijer, N. & Brandt, S. S., 2014, I: Physics in Medicine and Biology. 59, 10, s. 2445-2456 12 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  77. Udgivet

    Brownian Warps for Non-Rigid Registration

    Nielsen, Mads, Johansen, P., Jackson, Andrew D., Lautrup, B. E. & Hauberg, S., 2008, I: Journal of Mathematical Imaging and Vision. 31, 2-3, s. 221-231 11 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  78. Brownian Warps: A least committed prior for non-rigid registration

    Nielsen, Mads, Johansen, P., Lautrup, B. & Jackson, A. D., 2002, Medical Image Computing and Computer-Assisted Intervention — MICCAI: 5th International Conference Tokyo, Japan, September 25–28, 2002 Proceedings, Part II. Springer, s. 557-564 (Lecture notes in computer science, Bind 2489/2002).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  79. Udgivet

    CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data

    Mehdipour Ghazi, Mostafa, Sørensen, L., Ourselin, S. & Nielsen, Mads, 2021, arXiv.org, 11 s.

    Publikation: Working paper › Preprint

  80. E-pub ahead of print

    CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data

    Mehdipour Ghazi, Mostafa, Sørensen, L., Ourselin, S. & Nielsen, Mads, 2023, (E-pub ahead of print) I: IEEE Transactions on Neural Networks and Learning Systems. 11 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  81. Cartilage curvature

    Dam, E. B., Folkesson, J., Petterson, P., Olsen, O. F., Nielsen, Mads & Christiansen, C., 1 sep. 2006

    Publikation: Patent

  82. Udgivet

    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. (red.). SPIE - International Society for Optical Engineering, Bind 8314. 9 s. 83144V. (SPIE Proceedings, Bind 8314).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  83. Udgivet

    Change in mammographic density across birth cohorts of Dutch breast cancer screening participants

    Napolitano, George, Lynge, Elsebeth, Lillholm, Martin, Vejborg, I. M. M., van Gils, C. H., Nielsen, Mads & Karssemeijer, N., 2019, I: International Journal of Cancer. 145, 11, s. 2954-2962 9 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  84. Udgivet

    Characterization of errors in deep learning-based brain MRI segmentation

    Pai, A. S. U., Teng, Y., Blair, J. P. M., Kallenberg, M. G. J., Dam, Erik Bjørnager, Sommer, Stefan Horst, Igel, Christian & Nielsen, Mads, 2017, Deep learning for medical image analysis. Zhou, S. K., Greenspan, H. & Shen, D. (red.). Academic Press, s. 223–242 20 s.

    Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt

  85. Udgivet

    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, I: American Journal of Roentgenology. 214, 6, s. 1269-1279

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  86. Udgivet

    Classification in medical image analysis using adaptive metric k-NN

    Chen, C., Chernoff, K., Karemore, Gopal, Lo, P. C. P., Nielsen, Mads & Lauze, Francois Bernard, 2010, Medical Imaging 2010: image processing. Dawant, B. M. & Haynor, D. R. (red.). SPIE - International Society for Optical Engineering, 9 s. 76230S. (Progress in Biomedical Optics and Imaging; Nr. 33, Bind 11).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  87. Udgivet

    Classification of Laser Induced Fluorescence Spectra from Normal and Malignant bladder tissues using Learning Vector Quantization Neural Network in Bladder Cancer Diagnosis

    Karemore, Gopal, Mascarenhas, K. K., Patil, C., V.K, U., Prabhu, V., Chowla, A., Nielsen, Mads & C, S., 2008, BIBE 2008: 8th. IEEE International Conference on Bioinformatics and BioEngineering, 8-10 October 2008. IEEE Communications Society, s. 1-6 6 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  88. Udgivet

    Classification of protein profiles using fuzzy clustering techniques: an application in early diagnosis of oral, cervical and ovarian cancer

    Karemore, Gopal, Mullick, J. B., Sujatha, R., Nielsen, Mads & Santhosh, C., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, s. 6361-6364 4 s. (I E E E Engineering in Medicine and Biology Society. Conference Proceedings).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  89. Udgivet

    Combining different views of mammographic texture resemblance (MTR) marker of breast cancer risk

    Sun, S., Karemore, Gopal, Chernoff, K., Karssemeijer, N. & Nielsen, Mads, 2011. 2 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt

  90. Udgivet

    Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation

    Michalkiewicz, M. D., Pai, A. S. U., Leung, K. K., Sommer, Stefan Horst, Darkner, Sune, Sørensen, L., Sporring, Jon & Nielsen, Mads, 2016, Medical imaging 2016: Image processing. Styner, M. A. & Angelini, E. D. (red.). SPIE - International Society for Optical Engineering, 6 s. 978406. (Progress in Biomedical Optics and Imaging).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  91. Udgivet

    Comparison of several computational pipelines for atrophy computation in longitudinal Alzheimers studies

    Pai, A. S. U., Sommer, Stefan Horst, Darkner, Sune, Sørensen, L. E. B. L., Sporring, Jon & Nielsen, Mads, 2015. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt

  92. Computer Vision - ECCV 2002: 7th European Conference on Computer Vision Copenhagen, Denmark, May 28–31, 2002 Proceedings, Part II

    Heyden, A. (red.), Sparr, G. (red.), Nielsen, Mads (red.) & Johansen, P. (red.), 2002, <Forlag uden navn>. (Lecture notes in computer science, Bind 2351/2002).

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning › fagfællebedømt

  93. Computer Vision - ECCV 2002: 7th European Conference on Computer Vision Copenhagen, Denmark, May 28–31, 2002 Proceedings, Part IV

    Heyden, A. (red.), Sparr, G. (red.), Nielsen, Mads (red.) & Johansen, P. (red.), 2002, <Forlag uden navn>. (Lecture notes in computer science, Bind 2353/2002).

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning › fagfællebedømt

  94. Computer Vision - ECCV 2002: 7th European Conference on Computer Vision Copenhagen, Denmark, May 28–31, 2002 Proceedings, Part III

    Heyden, A. (red.), Sparr, G. (red.), Nielsen, Mads (red.) & Johansen, P. (red.), 2002, <Forlag uden navn>. (Lecture notes in computer science, Bind 2352/2002).

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning › fagfællebedømt

  95. Computer Vision - ECCV 2002: 7th European Conference on Computer Vision Copenhagen, Denmark, May 28–31, 2002 Proceedings, Part I

    Heyden, A. (red.), Sparr, G. (red.), Nielsen, Mads (red.) & Johansen, P. (red.), 2002, Denmark. (Lecture notes in computer science, Bind 2350/2002).

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning › fagfællebedømt

  96. Udgivet

    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 nr. A61B-005/00, Patentnr. US2014357978-A1, 4 dec. 2014, Prioritetsdato 4 jun. 2013, Prioritetsnr. US909666

    Publikation: Patent

  97. Udgivet

    Computer based method for determining the size of an objects in an image

    Pai, A. S. U., Sørensen, L., Dam, E. B., Lillholm, Martin & Nielsen, Mads, 4 dec. 2014, Prioritetsdato 4 dec. 2014

    Publikation: Patent

  98. Udgivet

    Computing Optic Flow by Scale-Space Integration of Normal Flow

    Steenstrup Pedersen, Kim & Nielsen, Mads, 2001, Proceedings of DSAGM'01, Den 10. Danske Konference om Mønstergenkendelse og Billedanalyse. s. 124-135 (DIKU teknisk rapport; Nr. 01-04).

    Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning

  99. Computing optic flow by scale-space integration of normal flow

    Pedersen, K. S. & Nielsen, Mads, 2006, I: Scale-Space and Morphology in Computer Vision: Third International Conference, Scale-Space 2001 Vancouver, Canada, July 7--8, 2001 Proceedings. s. 14-25 12 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  100. Udgivet

    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. (red.). Springer, s. 1-10 10 s. (Lecture notes in computer science, Bind 6533).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

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