Mads Nielsen

Mads Nielsen

Professor

ORCID: 0000-0003-1535-068X

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  1. Udgivet

    Tracking Target and Spiral Waves

    Jensen, F. G., Sporring, Jon, Nielsen, Mads & Sørensen, P. G., 2002, I: Chaos: An Interdisciplinary Journal of Nonlinear Science. 12, 1, s. 16-26

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  2. Udgivet

    Density-based non-rigid registration of diffusion-weighted images

    Jensen, H. G., Lauze, Francois Bernard, Nielsen, Mads & Darkner, Sune, apr. 2017.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt

  3. Udgivet

    Multimodal brain extraction from structural MRI using co-registered FDG-PET

    Jensen, H. G., Federspiel, F. V. K., Ptito, Maurice, Nielsen, Mads, Gjedde, Albert, Keller, S. H., Law, Ian, Kupers, Ron & Darkner, Sune, 2015. 12 s.

    Publikation: Konferencebidrag › Paper › Forskning

  4. Udgivet

    Locally orderless registration for diffusion weighted images

    Jensen, H. G., Lauze, Francois Bernard, Nielsen, Mads & Darkner, Sune, 2015, Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (red.). Springer, s. 305-312 8 s. (Lecture notes in computer science, Bind 9350).

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

  5. Udgivet

    Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

    Jimenez-Solem, E., Petersen, Tonny Studsgaard, Hansen, C., Hansen, C., Lioma, Christina, Igel, Christian, Boomsma, Wouter, Krause, Oswin, Lorenzen, S., Selvan, Raghav, Petersen, Janne, Nyeland, M. E., Ankarfeldt, Mikkel Zöllner, Virenfeldt, G. M., Winther-Jensen, M., Linneberg, Allan René, Mehdipour Ghazi, Mostafa, Detlefsen, N., Lauritzen, Andreas, Smith, Abraham George, de Bruijne, Marleen, Ibragimov, Bulat, Petersen, Jens, Lillholm, Martin, Middleton, Jon Anthony, Mogensen, S. H., Thorsen-Meyer, H., Perner, Anders, Helleberg, M., Kaas-Hansen, Benjamin Skov, Bonde, M., Bonde, A., Pai, A., Nielsen, Mads & Sillesen, Martin Hylleholt, 2021, I: Scientific Reports. 11, 1, 12 s., 3246.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  6. 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 › fagfællebedømt

  7. 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

  8. 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

  9. Udgivet

    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, I: IEEE Transactions on Medical Imaging. 35, 5, s. 1322-1331 10 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  10. Udgivet

    Learning density independent texture features

    Kallenberg, M. G. J., Nielsen, Mads, Holland, K., Karssemeijer, N., Igel, Christian & Lillholm, Martin, 2016, Breast Imaging: 13th International Workshop, IWDM 2016, Malmö, Sweden, June 19-22, 2016, Proceedings. Tingberg, A., Lång, K. & Timberg, P. (red.). Springer, s. 299-306 8 s. (Lecture notes in computer science, Bind 9699).

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

  11. 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 › fagfællebedømt

  12. Udgivet

    Partial feedback online transfer learning with multi-source domains

    Kang, Zhongfeng, Nielsen, Mads, Yang, B. & Mehdipour Ghazi, Mostafa, 2023, I: Information Fusion. 89, s. 29-40

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  13. 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 › fagfællebedømt

  14. 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

  15. 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

  16. Udgivet

    Relevance of echo-structure and texture features: an application in ultrasound breast tumor classification

    Karemore, Gopal, Mullick, J. B., KV, D. R., Nielsen, Mads & Chidangil, D. S., 2010, Euroson 2010: 22nd Congress of EFSUMB : 10th International Congress on Interventional Ultrasound, 22-25 August 2010, Copenhagen: final programme & abstracts.

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

  17. 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

  18. 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

  19. Udgivet

    Mammographic parenchymal texture analysis for estrogen-receptor subtype specific breast cancer risk estimation

    Karemore, Gopal, Keller, B. M., Oh, H., Tchou, J., Nielsen, Mads, Conant, E. F. & Kontos, D., 2012, Breast Imaging: 11th International Workshop, IWDM 2012, Philadelphia, PA, USA, July 8-11, 2012. Proceedings. Maidment, A. D. A., Bakic, P. R. & Gavenonis, S. (red.). Springer, s. 596-603 8 s. (Lecture notes in computer science, Bind 7361).

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

  20. Udgivet

    Fractal Dimension and Lacunarity analysis of mammographic patterns in assessing breast cancer risk related to HRT treated population: A Longitudinal and Cross-sectional study

    Karemore, Gopal & Nielsen, Mads, 2009, Medical imaging 2009 : Computer-Aided Diagnosis: Proceedings of the SPIE. Bind 7260. s. 7260F-72602F-9 8 s.

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

  21. 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

  22. 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

  23. Udgivet

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

    Publikation: Konferencebidrag › Poster › Forskning

  24. 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

  25. 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

  26. Udgivet

    Training shortest-path tractography: automatic learning of spatial priors

    Kasenburg, N., Liptrot, M. G., Reislev, N. L., Ørting, Silas Nyboe, Nielsen, Mads, Garde, E. & Feragen, A., 2016, I: NeuroImage. 130, s. 63-76 14 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  27. Udgivet

    Graph-based fibre tractography computing shortest paths between regions of interest

    Kasenburg, N., Liptrot, M. G., Borgwardt, K., Ørting, Silas Nyboe, Nielsen, Mads & Feragen, A., 2014. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  28. Udgivet

    Supervised hub-detection for brain connectivity

    Kasenburg, N., Liptrot, M. G., Reislev, N. L., Garde, Ellen, Nielsen, Mads & Feragen, A., 2016, Medical Imaging 2016: Image Processing. Styner, M. A. & Angelini, E. D. (red.). SPIE - International Society for Optical Engineering, 9 s. 978409. (Progress in Biomedical Optics and Imaging; Nr. 39, Bind 17).

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

  29. Variational motion compensated deinterlacing

    Keller, S., Lauze, F. & Nielsen, Mads, 2006, I: Proceedings of Statistical Methods in Multi-Image and Video Processing, ECCV 2006 Workshop. s. 49-56 8 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  30. 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

  31. Udgivet

    Motion Compensated Video Super Resolution

    Keller, S. H., Lauze, F. & Nielsen, Mads, 2007, Scale Space and Variational Methods in Computer Vision: First International conference, SSVM 2007, Ischia, Italy, May 30 - June 2, 2007. Proceedings. Sgallari, F., Murli, A. & Paragios, N. (red.). Springer, s. 801-812 (Lecture notes in computer science; Nr. 4485).

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

  32. Udgivet

    Temporal super resolution using variational methods

    Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2010, High-quality visual experience: creation, processing and interactivity of high-resolution and high-dimensional video signals. Mrak, M., Grgic, M. & Kunt, M. (red.). Springer, Bind Part III. s. 275-296 22 s. (Signals and Communication Technology).

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

  33. Udgivet

    Deinterlacing Using Variational Methods

    Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2008, I: IEEE Transactions on Image Processing. 17, 11, s. 2015-2028 14 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  34. Udgivet

    Video super-resolution using simultaneous motion and intensity calculations

    Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2011, I: IEEE Transactions on Image Processing. 20, 7, s. 1870-1884 15 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  35. 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., 1999

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

  36. 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

  37. 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

  38. From a 2D Shape to a String Structure Using the Symmetry Set

    Kuijper, A., Olsen, O. F., Giblin, P., Bille, P. & Nielsen, Mads, 2004, Computer Vision - ECCV 2004: 8th European Conference on Computer Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part II. <Forlag uden navn>, s. 313-325 (Lecture notes in computer science, Bind 3022/2004).

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

  39. Data Structures from Shapes Using the Symmetry Set

    Kuijper, A., Gibling, P., Olsen, O. F. & Nielsen, Mads, 2008.

    Publikation: Konferencebidrag › Paper › Forskning › fagfællebedømt

  40. 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 › fagfællebedømt

  41. Udgivet

    Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts

    Kutuzova, S., Krause, Oswin, McCloskey, D., Nielsen, Mads & Igel, Christian, jan. 2022, arXiv.org, 29 s.

    Publikation: Working paper › Preprint › Forskning

  42. 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 › Forskning

  43. METHOD OF AND APPARATUS FOR FORMING A FINAL IMAGE SEQUENCE

    LAUZE, F., KELLER, S. & Nielsen, Mads, 1 apr. 2006

    Publikation: Patent

  44. Udgivet

    An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders

    Laprade, W. M., Westergaard, Jesper Cairo, Nielsen, Jon, 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

  45. Udgivet

    Growth analysis of individual abdominal atherosclerotic calcified deposits

    Larsen, L. L., Ganz, Melanie & Nielsen, Mads, 2009. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  46. Udgivet

    Growth Pattern of Atherosclerotic Calcifications

    Larsen, L. L., Ganz, Melanie, Dam, E., Dandu, N. & Nielsen, Mads, 2008, CVII '08: Second International Workshop on Computer vision for intracardiac and intravascular imaging, held in New York, USA, September 10, 2008 in conjunction with the 11th MICCAI conference. Sabancí Üniversítesí. 34956 Tuzla, Istanbul, s. 63-70

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

  47. Udgivet

    Medical Image Computing and Computer-Assisted Intervention -MICCAI 2006 Part II: 9th international conference , Copenhagen, Denmark, October 1-6, 2006, proceedings, Part I

    Larsen, R. (red.), Nielsen, Mads (red.) & Sporring, Jon (red.), 2006, Springer. (Lecture notes in computer science, Bind 4191).

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

  48. Udgivet

    Preface

    Larsen, R., Nielsen, Mads & Sporring, Jon, 2006, 9th International Conference of Medical Image Computing and Computer-Assisted Intervention (MICCAI). s. V-VI

    Publikation: Bidrag til bog/antologi/rapport › Forord/efterskrift › Forskning

  49. Udgivet

    Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk

    Lauritzen, Andreas, von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, I. M. M., Nielsen, Mads, Karssemeijer, N. & Lillholm, Martin, 2022, arXiv.org, 30 s.

    Publikation: Working paper › Preprint › Forskning

  50. 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 › fagfællebedømt

  51. 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 › fagfællebedømt

  52. 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

  53. Udgivet

    From Inpainting to Active Contours

    Lauze, Francois Bernard & Nielsen, Mads, 2008, I: International Journal of Computer Vision. 79, 1, s. 31-43 14 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  54. Method of and apparatus for forming a final image sequence

    Lauze, F. B., Keller, S. H. & Nielsen, Mads, 1 sep. 2005

    Publikation: Patent

  55. From inpainting to active contours

    Lauze, F. & Nielsen, Mads, 2005, Variational, Geometric, and Level Set Methods in Computer Vision. Springer Science+Business Media, s. 97-108 12 s.

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

  56. Udgivet

    Evaluation of WBAA with registration-based cube propagation for brain atrophy quantification

    Lillholm, Martin, Pai, A. S. U., Sørensen, L., Nielsen, Mads, Sporring, Jon, Darkner, Sune & Dam, E., 2013. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt

  57. Feature-based image analysis

    Lillholm, Martin, Nielsen, Mads & Griffin, L. D., 2003, I: International Journal of Computer Vision. 52, 2, s. 73-95 23 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  58. Udgivet

    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, I: Osteoporosis International. 22, 7, s. 2119-2128 10 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  59. Detection of interstitial lung disease in PA chest radiographs

    Loog, M., van Ginneken, B. & Nielsen, Mads, 2004, Medical Imaging 2004. s. 848-855 8 s.

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

  60. Udgivet

    Quantifying effect-specific mammographic density

    Loog, M., Raundahl, J., pettersen, P., tanko, L. B. & Nielsen, Mads, 2007, Medical Image Computing and Computer-Assisted Intervention: 10th International conference, Brisbane, Australia, October 29 - November 2, 2007, Proceedings, Part II. Ayache, N., Ourselin, S. & Maeder, A. (red.). Springer, s. 580-587 (Lecture notes in computer science; Nr. 4792).

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

  61. Udgivet

    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, I: Scientific Reports. 11, 1, 10 s., 18959.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  62. Udgivet

    Information Bottleneck: Exact Analysis of (Quantized) Neural Networks

    Lorenzen, S. S., Igel, Christian & Nielsen, Mads, 2022, arXiv.org, 19 s.

    Publikation: Working paper › Preprint › Forskning

  63. Initial experience with a new computerized method for clinical assessment of vertebral deformations.

    Lund, M., Tanko, L., de Bruijne, M., Nielsen, Mads & Christiansen, C., 2005, JOURNAL OF BONE AND MINERAL RESEARCH. Bind 20. s. S87-S87

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

  64. Shape regression for vertebra fracture quantification

    Lund, M. T., de Bruijne, M., Tanko, L. B. & Nielsen, Mads, 2005, Medical Imaging. s. 723-731 9 s.

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

  65. 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 › fagfællebedømt

  66. Udgivet

    Robust training of recurrent neural networks to handle missing data for disease progression modeling

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A. S. U., Cardoso, M. J., Modat, M., Ourselin, S. & Sørensen, L., 2018. 9 s.

    Publikation: Konferencebidrag › Paper › Forskning

  67. Udgivet

    FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain

    Mehdipour Ghazi, Mostafa & Nielsen, Mads, 2022, arXiv.org, 18 s.

    Publikation: Working paper › Preprint › Forskning

  68. Udgivet

    On the initialization of long short-term memory networks

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A., Modat, M., Cardoso, M. J., Ourselin, S. & Sørensen, L., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (red.). Springer VS, s. 275-286 12 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11953 LNCS).

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

  69. Udgivet

    Robust parametric modeling of Alzheimer's disease progression

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A., Modat, M., Jorge Cardoso, M., Ourselin, S. & Sørensen, L., 2021, I: NeuroImage. 225, 12 s., 117460.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  70. Udgivet

    MRI Biomarkers Improve Disease Progression Modeling-Based Prediction of Cognitive Decline

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A. S. U., Modat , M., Cardoso , J., Ourselin, S. & Sorensen, L., 2019. 1 s.

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  71. 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 › Forskning

  72. Udgivet

    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, I: Medical Image Analysis. 53, s. 39-46

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  73. 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

  74. Tube Snake Models for 3D Reconstruction of Thin Elongated Structures from their Contour Projections

    Mogensen, I. & Nielsen, Mads, 1999, I: PROCEEDINGS OF THE SCANDINAVIAN CONFERENCE ON IMAGE ANALYSIS. 2, s. 857-864 8 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  75. 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

  76. 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 › fagfællebedømt

  77. Udgivet

    Evaluation of a novel approach for automatic delineation of vertebral contours in radiographs

    Mysling, P., Petersen, P. K., Nielsen, Mads & Lillholm, Martin, 2012, I: Osteoporosis International. 23, Supplement 2, s. S250-S250 1 s., P439.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift

  78. 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 › fagfællebedømt

  79. Udgivet

    Den digitale revolution: fortællinger fra datalogiens verden

    Naur, P., Vinter, B., Hansen, Klaus, Mogensen, Torben Ægidius, Erleben, Kenny, Pisinger, D., Nielsen, Mads, Kringelbach, M., Pedersen, E. W., Blume, P., Helles, Rasmus, Andersen, Tariq Osman (red.), Bansler, Jørgen P. (red.), Clausen, H. R. (red.), Jensen, I. H. (red.) & Zachariasen, M. (red.), 2010, København: Datalogisk Institut. 156 s.

    Publikation: Bog/antologi/afhandling/rapport › Antologi › Formidling

  80. 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 › fagfællebedømt

  81. The structure of the optic flow field

    Nielsen, Mads & Olsen, O. F., 1998, Computer Vision—ECCV’98. Springer Science+Business Media, s. 271-287 17 s.

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

  82. Udgivet

    Guest Editorial: Statistics of Shapes and Textures

    Nielsen, Mads, Hansen, L. K., Johansen, P. & Sporring, Jon, 2002, I: Journal of Mathematical Imaging and Vision. 17, 2, s. 87

    Publikation: Bidrag til tidsskrift › Leder

  83. 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

  84. Graduated nonconvexity by functional focusing

    Nielsen, Mads, 1997, I: Pattern Analysis and Machine Intelligence, IEEE Transactions on. 19, 5, s. 521-525 5 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  85. 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. (red.). Springer, s. 39-50 12 s. (Lecture notes in computer science, Bind 2106).

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

  86. Udgivet

    Special Issue on Statistics of Shapes and Textures

    Nielsen, Mads (red.), Hansen, L. K. (red.), Johansen, P. (red.) & Sporring, Jon (red.), 2002, (Journal of Mathematical Imaging and Vision; Nr. 2, Bind 17).

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

  87. 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

  88. Udgivet

    Mammographic texture resemblance generalizes as an independent risk factor for breast cancer

    Nielsen, Mads, Vachon, C. M., Scott, C. G., Chernoff, K., Karemore, Gopal, Karssemeijer, N., Lillholm, Martin & Karsdal, M., 2014, I: Breast Cancer Research (Online Edition). 16, 2, 8 s., R37.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  89. Udgivet

    Ninth International Conference on Mecial Image Computing and Computer-Assisted Interventions, MICCAI 2006: Editorial

    Nielsen, Mads & Hawkes, D., 2007, I: Medical Image Analysis. 11, 5, s. 415-417

    Publikation: Bidrag til tidsskrift › Leder

  90. Feature displacement interpolation

    Nielsen, Mads & Andresen, P. R., 1998, Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on. s. 208-212 5 s.

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

  91. Meeting and Workshop-assessment of progress and results

    Nielsen, Mads, Olsen, O. F. & Dahl, G., 2003, I: DSSCV.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › fagfællebedømt

  92. Scale-space generators and functionals

    Nielsen, Mads, 1997, Gaussian Scale-Space Theory. Springer Science+Business Media, s. 99-114 16 s.

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

  93. Udgivet

    Determination of higher order optic flow: A group theoretical approach

    Nielsen, Mads & Sporring, Jon, 1994, København: DIKU. (Department of Computer Science. University of Copenhagen. Technical Report; Nr. 34, Bind 94).

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

  94. 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 › fagfællebedømt

  95. Preface

    Nielsen, Mads, 2005, Deep Structure, Singularities, and Computer Vision. <Forlag uden navn>, s. VI (Lecture notes in computer science, Bind 3753/2005).

    Publikation: Bidrag til bog/antologi/rapport › Forord/efterskrift › Forskning

  96. Udgivet

    Medical Image Computing and Computer-Assisted Intervention -MICCAI 2006 Part I: 9th international conference , Copenhagen, Denmark, October 1-6, 2006, proceedings, Part I

    Nielsen, Mads (red.), Sporring, Jon (red.) & Larsen, R. (red.), 2006, Springer. 949 s. (Lecture notes in computer science; Nr. 4190).

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

  97. Udgivet

    Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects

    Nielsen, Mads, Igel, Christian & Sørensen, L., 2015, I: Neurodegenerative Diseases. 15, Suppl. 1, s. 262 1 s., ADPD5-0947.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift

  98. On the duality of scalar and density flows

    Nielsen, Mads, Niessen, W., Maas, R., Florack, L. & ter Haar Romeny, B., 1997, Scale-Space Theory in Computer Vision. Springer Science+Business Media, s. 65-76 12 s.

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

  99. Scale-Space Theorics in Computer Vision, Lecture Notes in Computer Science, Vol. 1682

    Nielsen, Mads, Johansen, P. & Olsen, O. F., 1999, Springer Science+Business Media.

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

  100. Udgivet

    Relevance sampling

    Nielsen, Mads, Markussen, Bo & Loog, M., 2015, Proceedings of the Eight Workshop on Information Theoretic Methods in Science and Engineering. Rissanen, J., Harremoës, P., Forchhammer, S., Roos, T. & Myllymäki, P. (red.). Department of Computer Science, University of Helsinki , s. 35-38 4 s. (Series of Publications B, Bind B-2015-1).

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

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