Mads Nielsen

Mads Nielsen

Professor


  1. 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/rapportKonferenceabstrakt i proceedingsForskningfagfællebedømt

  2. 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: KonferencebidragKonferenceabstrakt til konferenceForskning

  3. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  5. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  6. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  7. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  8. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  9. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  10. 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 tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  11. 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/rapportKonferenceabstrakt i proceedingsForskningfagfællebedømt

  12. 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/rapportKonferenceabstrakt i proceedingsForskningfagfællebedømt

  13. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  14. Udgivet

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

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

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  15. 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: KonferencebidragPaperForskning

  16. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  17. 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/rapportRapportForskning

  18. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  19. Products of random matrices

    Jackson, A. D., Lautrup, B., Johansen, P. & Nielsen, Mads, 2002, I: arXiv preprint physics/0202037.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  20. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  21. Udgivet

    Multi-hypothesis Transform Domain Wyner-Ziv video coding including optical flow

    Huang, X., Rakêt, L. L., Luong, H. V., Nielsen, Mads, Lauze, Francois Bernard & Forchhammer, S., 2011, 2011 IEEE 13th International Workshop on Multimedia Signal Processing (MMSP). IEEE, 6 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  22. 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/rapportBogForskningfagfællebedømt

  23. 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/rapportBogForskningfagfællebedømt

  24. 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/rapportBogForskningfagfællebedømt

  25. 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/rapportBogForskningfagfællebedømt

  26. Udgivet

    Machine learning and deep learning applications in microbiome research

    Hernandez Medina, Ricardo, Kutuzova, Svetlana, Nielsen, Knud Nor, Johansen, Joachim, Hansen, Lars Hestbjerg, Nielsen, Mads & Rasmussen, Simon, 2022, I: ISME Communications. 2, 7 s., 98.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  27. Udgivet

    Extension of Plant Phenotypes by the Foliar Microbiome

    Hawkes, C. V., Kjøller, Rasmus, Raaijmakers, J. M., Riber, Leise, Christensen, Svend, Rasmussen, Simon, Christensen, Jan H., Dahl, A. B., Westergaard, Jesper Cairo, Nielsen, Mads, Brown-Guedira, G. & Hansen, Lars Hestbjerg, 2021, I: Annual Review of Plant Biology. 72, s. 823-846 24 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  28. Eye typing using markov and active appearance models

    Hansen, D. W., Hansen, J. P., Nielsen, Mads, Johansen, A. S. & Stegmann, M. B., 2002, Applications of Computer Vision, 2002.(WACV 2002). Proceedings. Sixth IEEE Workshop on. s. 132-136 5 s.

    Publikation: Bidrag til bog/antologi/rapportBidrag til bog/antologiForskningfagfællebedømt

  29. Tracking Eyes Using Shape and Appearance.

    Hansen, D. W., Nielsen, Mads, Hansen, J. P., Johansen, A. S. & Stegmann, M. B., 2002, MVA. s. 201-204 4 s.

    Publikation: Bidrag til bog/antologi/rapportBidrag til bog/antologiForskningfagfællebedømt

  30. Eye tracking off the shelf

    Hansen, D. W., MacKay, D. J., Hansen, J. P. & Nielsen, Mads, 2004, Proceedings of the 2004 symposium on Eye tracking research applications. s. 58-58 1 s.

    Publikation: Bidrag til bog/antologi/rapportBidrag til bog/antologiForskningfagfællebedømt

  31. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  32. Udgivet

    Geometric and Texture Inpainting by Gibbs Sampling

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2007, Proceedings SSBA 2007: Symposium on inage analysis, Linköping, March 14-14, 2007. Borga, M., Brun, A. & Felsberg, M. (red.). Linköpings Universitet, 4 s. (Institutionen för medicinsk teknik, Universitetet i Linköping; Nr. LiU-IMT-R-0047).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  33. Udgivet

    Variational Segmentation and Contour Matching of Non-Rigid Moving Object

    Gustafsson, D. K. J., Fundana, K., Overgaard, N., Heyden, A. & Nielsen, Mads, 2007. 12 s.

    Publikation: KonferencebidragPaperForskningfagfællebedømt

  34. Udgivet

    Image Inpainting by Cooling and Heating

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2007, Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007. Springer, s. 591-600 10 s. (Lecture notes in computer science; Nr. 4522).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  35. Udgivet

    Multi-Scale Natural Images: A database and some statistics

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim & Nielsen, Mads, 2008, Proceedings of 16'th Danish Conference on Pattern Recognition and Image Analysis (DSAGM) 2008. Olsen, S. I. (red.). Department of Computer Science, University of Copenhagen, 2 s. (DIKU Technical Report; Nr. 08-10).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskning

  36. Udgivet

    On the Rate of Structural Change in Scale Spaces

    Gustafsson, D. K. J., Steenstrup Pedersen, Kim, Lauze, Francois Bernard & Nielsen, Mads, 2009, Proceedings of Scale Space and Variational Methods in Computer Vision (SSVM) 09. Springer, Bind 5567. s. 832-843 11 s. (Lecture notes in computer science, Bind 5567/209).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  37. Lesion-wise evaluation for effective performance monitoring of small object segmentation

    Groothuis, I., Sudre, C. H., Ingala, S., Barnes, J., Gispert, J. D., Sørensen, L., Pai, A., Nielsen, Mads, Ourselin, S., Cardoso, M. J., Barkhof, F. & Modat, M., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (red.). SPIE, s. 1-8 1159608. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Bind 11596).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  38. Natural image profiles are most likely to be step edges

    Griffin, L. D., Lillholm, Martin & Nielsen, Mads, 2004, I: Vision Research. 44, 4, s. 407-421 15 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  39. Udgivet

    Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare

    Greenspan, H., Estepar, R. S. J., Niessen, W. J., Siegel, E. & Nielsen, Mads, 2020, I: Medical Image Analysis. 66, 11 s., 101800.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  40. Udgivet

    Weight preserving image registration for monitoring disease progression in lung CT.

    Gorbunova, V., Lo, P. C. P., Haseem, A., Dirksen, A., Nielsen, Mads & de Bruijne, Marleen, 2008, Mecical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, proceedings, Part II. Metaxas, D., Axel, L., Fichtinger, G. & Szekely, G. (red.). Springer, s. 863-871 8 s. (Lecture notes in computer science; Nr. 5242).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  41. Udgivet

    Mass preserving image registration for lung CT

    Gorbunova, V., Sporring, Jon, Lo, P. C. P., Loeve, M., Tiddens, H. A., Nielsen, Mads, Dirksen, A. & de Bruijne, Marleen, 2012, I: Medical Image Analysis. 16, 4, s. 786-795 10 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  42. Udgivet

    Mass Preserving Registration for lung CT

    Gorbunova, V., Lo, P. C. P., Loeve, M., Tiddens, H., Sporring, Jon, Nielsen, Mads & de Bruijne, Marleen, 2009, Proceedings of the SPIE: Medical Imaging 2009: Image Processing. Bind 7259. 10 s. (Proceedings of the SPIE, Bind 7259).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  43. Udgivet

    Early detection of emphysema progression

    Gorbunova, V., Jacobs, S. S. A. M., Lo, P. C. P., Dirksen, A., Nielsen, Mads, Bab-Hadiashar, A. & de Bruijne, Marleen, 2010, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II. Jiang, T., Navab, N., Pluim, J. P. W. & Viergever, M. A. (red.). Springer, Bind Part II. s. 193-200 8 s. (Lecture notes in computer science; Nr. 6362).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  44. Udgivet

    Estimating risk of future fracture or deformity of vertebrae of spine, by comparing processed data representing appearance of vertebra of spine with statistical model and deriving similarity between vertebra of spine and model

    Ghosh, A., Nielsen, Mads, Karsdal, M. A., Christiansen, C., de Bruijne, Marleen & Petterson, P., 2011, IPC nr. G06T-007/00, Patentnr. WO2009124995-A1, 15 okt. 2009, Prioritetsdato 10 apr. 2008, Prioritetsnr. GB006509

    Publikation: Patent

  45. 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, 2024, I: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, s. 792-802

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  46. Udgivet

    Patch-based generative shape model and MDL model selection for statistical analysis of archipelagos

    Ganz, Melanie, Nielsen, Mads & Brandt, S., 2010, Machine Learning in Medical Imaging: First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. Proceedings. Wang, F., Yan, P., Suzuki, K. & Shen, D. (red.). Springer, s. 34-41 8 s. (Lecture notes in computer science, Bind 6357).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  47. Udgivet

    Dense Iterative Contextual Pixel Classification using Kriging

    Ganz, Melanie, Loog, M., Brandt, S. & Nielsen, Mads, 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. . s. 87-93 7 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  48. Udgivet

    MACD - an imaging marker for cardiovascular disease

    Ganz, Melanie, de Bruijne, Marleen & Nielsen, Mads, 2010, Medical Imaging 2010: computer-aided diagnosis. Karssemeijer, N. & Summers, R. M. (red.). SPIE - International Society for Optical Engineering, 9 s. 76240

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  49. 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 tidsskriftKonferenceabstrakt i tidsskriftForskning

  50. Udgivet

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women

    Ganz, Melanie, de Bruijne, Marleen, Dam, E. B., Pettersen, P., Karsdal, M. A., Christiansen, C. & Nielsen, Mads, 2012, I: International Journal of Biomedical Imaging. 2012, 8 s., 459286.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

ID: 542361