Mads Nielsen

Mads Nielsen

Professor

ORCID: 0000-0003-1535-068X

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  1. 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

  2. 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 › Forskning › fagfællebedømt

  3. 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

  4. 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

  5. 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

  6. Udgivet

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

    Jimenez-Solem, E., Petersen, T. S., Hansen, C., Hansen, C., Lioma, C., Igel, C., Boomsma, W., Krause, O., Lorenzen, S., Selvan, R., Petersen, J., Nyeland, M. E., Ankarfeldt, M. Z., Virenfeldt, G. M., Winther-Jensen, M., Linneberg, A., Ghazi, M. M., Detlefsen, N., Lauritzen, A. D., Smith, A. G. & 15 flere, 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 › Forskning › fagfællebedømt

  7. 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

  8. 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

  9. 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

  10. 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 › Forskning › fagfællebedømt

  11. 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

  12. 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

  13. 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 › Forskning › fagfællebedømt

  14. Udgivet

    Online transfer learning with partial feedback

    Kang, Zhongfeng, Nielsen, Mads, Yang, B., Deng, L. & Lorenzen, S. S., 2023, I: Expert Systems with Applications. 212, 13 s., 118738.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  15. Udgivet

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

    Karemore, G., 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

  16. Udgivet

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

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

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  17. Udgivet

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

    Karemore, G., 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

  18. Udgivet

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

    Karemore, G., 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

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

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  20. Udgivet

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

    Karemore, G., 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

  21. Udgivet

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

    Karemore, G., 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

  22. 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, G. R. & 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

  23. 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, G. R., 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

  24. Udgivet

    Automatic breast cancer risk assessment from digital mammograms

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

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  25. 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, G. R., Brandt, S. & Nielsen, Mads, 2009.

    Publikation: Konferencebidrag › Poster › Forskning

  26. 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, G. R., Brandt, S. & Nielsen, Mads, 2009.

    Publikation: Konferencebidrag › Poster › Forskning

  27. Udgivet

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

    Karemore, G. R., 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

  28. Udgivet

    Training shortest-path tractography: automatic learning of spatial priors

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

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  29. Udgivet

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

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

    Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning

  30. 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

  31. 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 › Forskning › fagfællebedømt

  32. 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

  33. 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

  34. 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

  35. 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 › Forskning › fagfællebedømt

  36. 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 › Forskning › fagfællebedømt

  37. Udgivet

    Diagnostic test accuracy study of a commercially available deep learning algorithm for ischemic lesion detection on brain MRIs in suspected stroke patients from a non-comprehensive stroke center

    Krag, C. H., Müller, F. C., Gandrup, K. L., Raaschou, H., Andersen, Michael Brun, Brejnebøl, M. W., Sagar, M. V., Bojsen, J. A., Rasmussen, B. S., Graumann, O., Nielsen, Mads, Kruuse, Christina Rostrup & Boesen, Mikael Ploug, 2023, I: European Journal of Radiology. 168, 8 s., 111126.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  38. 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

  39. 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

  40. 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

  41. 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

  42. Data Structures from Shapes Using the Symmetry Set

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

    Publikation: Konferencebidrag › Paper › Forskning › fagfællebedømt

  43. 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

  44. 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

  45. 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

  46. E-pub ahead of print

    Population-wide evaluation of artificial intelligence and radiologist assessment of screening mammograms

    Kühl, J., Elhakim, M. T., Stougaard, S. W., Rasmussen, B. S. B., Nielsen, Mads, Gerke, O., Larsen, L. B. & Graumann, O., 2024, (E-pub ahead of print) I: European Radiology. 12 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

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

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

    Publikation: Patent

  48. 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

  49. 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

  50. 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

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