Mads Nielsen

Mads Nielsen

Professor


  1. Udgivet

    Sparsity and scale: compact representations of deformation for diffeomorphic registration

    Sommer, Stefan Horst, Nielsen, Mads & Pennec, X., 2012, 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA). IEEE, s. 217-224 8 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  2. Udgivet

    Sparse multi-scale diffeomorphic registration: the kernel bundle framework

    Sommer, Stefan Horst, Lauze, Francois Bernard, Nielsen, Mads & Pennec, X., 2013, I: Journal of Mathematical Imaging and Vision. 46, 3, s. 292-308 17 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  3. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. Udgivet

    Kernel bundle EPDiff: Evolution equations for multi-scale diffeomorphic image registration

    Sommer, Stefan Horst, Lauze, Francois Bernard, Nielsen, Mads & Pennec, X., 2012, Scale Space and Variational Methods in Computer Vision - Third International Conference, SSVM 2011, Revised Selected Papers: Third International Conference, SSVM 2011, Ein-Gedi, Israel, May 29 – June 2, 2011, Revised Selected Papers. Bruckstein, A., ter Haar Romeny, B. M., Bronstein, A. M. & Bronstein, M. M. (red.). Springer, s. 677-688 12 s. (Lecture notes in computer science, Bind 6667).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  5. Udgivet

    Manifold valued statistics, exact principal geodesic analysis and the effect of linear approximations

    Sommer, Stefan Horst, Lauze, Francois Bernard, Hauberg, S. & Nielsen, Mads, 2010, Computer Vision - ECCV 2010: 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part VI. Daniilidis, K., Maragos, P. & Paragios, N. (red.). Springer, Bind Part VI. s. 43-56 14 s. (Lecture notes in computer science; Nr. 6316).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  6. Udgivet

    Optimization over geodesics for exact principal geodesic analysis

    Sommer, Stefan Horst, Lauze, Francois Bernard & Nielsen, Mads, 2014, I: Advances in Computational Mathematics. 40, 2, s. 283-313 31 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  7. Udgivet

    Superior assessment of CVD death by MACD index compared with the framingham score is highly associated with predisposition to diabetes

    Soltyskinska, E., Barascuk, N., Ganz, Melanie, Nielsen, Mads, Karsdal, M. & Christiansen, C., 2008. 1 s.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskning

  8. Udgivet

    Lung Segmentation from Chest X-rays using Variational Data Imputation

    Selvan, Raghav, Dam, Erik Bjørnager, Rischel, S., Sheng, K., Nielsen, Mads & Pai, A., 20 maj 2020, I: OpenReview.net. 7 s.

    Publikation: Bidrag til tidsskriftKonferenceartikel

  9. Understanding Hessian-based density scoring

    Raundahl, J., Loog, M. & Nielsen, Mads, 2006, Digital Mammography. Springer Science+Business Media, s. 447-452 6 s.

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

  10. Udgivet

    Breast Tissue Density Measure

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

    Publikation: Patent

  11. 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 tidsskriftTidsskriftartikelfagfællebedømt

  12. Udgivet

    Evaluation of four mammographic density measures on HRT data

    Raundahl, J., Loog, M. & Nielsen, Mads, 2007, Medical imaging 2007: Image processing, 18-20 February, San Diego, California, USA. SPIE, 6 s. (Proceedings of SPIE; Nr. Vol. 6512).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  13. Udgivet

    Processing method for mammogram image of breast involves deriving parameter that changes alongside changes in breast density based on aggregate pixel membership scores of classes

    Raundahl, J., Loog, M., Nielsen, Mads, Brandt, S. S. & Karemore, G., 2007, IPC nr. G06K-009/52, Patentnr. WO2007090892-A1, 16 aug. 2007, Prioritetsdato 10 feb. 2006, Prioritetsnr. GB002739

    Publikation: Patent

  14. Mammographic density measured as changes in tissue structure caused by hrt

    Raundahl, J., Loog, M. & Nielsen, Mads, 2006, Medical Imaging. s. 61440G-61440G

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

  15. Effect of projective viewpoint in detecting temporal density changes

    Raundahl, J., Nielsen, Mads, Olsen, O. F. & Bagger, Y. Z., 2004, Proceedings of SPIE. s. 85-92 (Medical Imaging 2004: Image Processing, Bind 5370).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  16. Udgivet

    TV-L1 optical flow for vector valued images

    Rakêt, L. L., Roholm, L., Nielsen, Mads & Lauze, Francois Bernard, 2011, Energy Minimization Methods in Computer Vision and Pattern Recognition: 8th International Conference, EMMCVPR 2011, St. Petersburg, Russia, July 25-27, 2011. Proceedings. Boykov, Y., Kahl, F., Lempitsky, V. & Schmidt, F. R. (red.). Springer, s. 329-343 15 s. (Lecture notes in computer science, Bind 6819).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  17. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  18. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  19. 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 tidsskriftTidsskriftartikelfagfællebedømt

  20. 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 tidsskriftTidsskriftartikelfagfællebedømt

  21. 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

  22. Udgivet

    Homogeneity discrimination leads to identification of a superior ROI in knee cartilage

    Qazi, A. A., Dam, E., Karsdal, M., Nielsen, Mads & Christiansen, C., 2008, EULAR, European League against rheumatism: Abstract archive. EULAR, 1 s.

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskning

  23. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  24. Udgivet

    Osteoarthritic cartilage is more homogeneous than healthy cartilage: identification of a superior region of interest colocalized with a major risk factor for osteoarthritis

    Qazi, A. A., Dam, Erik Bjørnager, Nielsen, Mads, Karsdal, M. A., Pettersen, P. C. & Christiansen, C., okt. 2007, I: Academic Radiology. 14, 10, s. 1209-20 12 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  25. Udgivet

    Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network

    Prasoon, A., Petersen, P. K., Igel, Christian, Lauze, Francois Bernard, Dam, Erik Bjørnager & Nielsen, Mads, 2013, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (red.). Springer, s. 246-253 8 s. (Lecture notes in computer science, Bind 8150).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  26. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  27. Udgivet

    Femoral cartilage segmentation in knee MRI scans using two stage voxel classification

    Prasoon, A., Igel, Christian, Loog, M., Lauze, Francois Bernard, Dam, E. & Nielsen, Mads, 2013, 35th Annual International Conference of the IEEE; Engineering in Medicine and Biology Society (EMBC), 2013. IEEE, s. 5469-5472 4 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  28. Udgivet

    Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease

    Pillai, J. A., Bena, J., Bebek, G., Bekris, L. M., Bonner-Jackson, A., Kou, L., Pai, A., Sørensen, L., Nielsen, Mads, Rao, S. M., Chance, M., Lamb, B. T. & Leverenz, J. B., 2020, I: Annals of Clinical and Translational Neurology. 7, 7, s. 1225-1239 15 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  29. Udgivet

    Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline

    Pillai, J., Pai, A. S. U., Sørensen, L. & Nielsen, Mads, 2014, I: Alzheimer's & Dementia. 10, 4, Supplement, s. P538-P539 2 s., P2-186.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftfagfællebedømt

  30. Udgivet

    Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline

    Pillai, J., Pai, A. S. U., Sørensen, L. & Nielsen, Mads, 2014, I: Alzheimer's & Dementia. 10, 4, Supplement, s. P34-P35 2 s., IC-P-061.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftfagfællebedømt

  31. Udgivet

    Parallel Assessment of the Impact of Different Hormone Replacement Therapies on Breast Density by Radiologist- and Computer-Based Analyses of Mammograms

    Pettersen, P., Raundahl, J., Loog, M., Nielsen, Mads, Tankó, L. B. & Christiansen, C., 2008, I: Climacteric. 11, 2, s. 135-143 9 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  32. Udgivet

    Parallel assessment of the impact of different hormone replacement therapies on breast density by radiologist-and computer-based analyses of mammograms

    Pettersen, P. C., Raundahl, J., Loog, M., Nielsen, Mads, Tankó, L. B. & Christiansen, C., 2008, I: Climacteric. 11, 2, s. 135-143 9 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  33. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  34. Udgivet

    Breast density scoring with multiscale denoising autoencoders

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

    Publikation: KonferencebidragPaperForskningfagfællebedømt

  35. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  36. 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 tidsskriftTidsskriftartikelfagfællebedømt

  37. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  38. Fully automatic estimation of film-based breast percentage density separate out postmenopausal hormone replacement treatment effects as well as expert's estimation

    Petersen, K., Chernoff, K., Karemore, G. R., Christiansen, C. & Nielsen, Mads, 2012, I: European Journal of Cancer. 48, Supplement 1, s. S145 1 s., 351.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftfagfællebedømt

  39. Udgivet

    Longitudinal analysis of airways using registration

    Petersen, Jens, Gorbunova, V., Nielsen, Mads, Dirksen, A., Lo, P. C. P. & de Bruijne, Marleen, 2011, The Fourth International Workshop on Pulmonary Image Analysis. Beichel, R., de Bruijne, M., van Ginneken, B., Kabus, S., Kiraly, A., Kuhnigk, J-M., McClelland, J., Mori, K., van Rikxoort, E. & Rit, S. (red.). CreateSpace Independent Publishing Platform , s. 11-22 12 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  40. Udgivet

    Optimal graph based segmentation using flow lines with application to airway wall segmentation

    Petersen, Jens, Nielsen, Mads, Lo, P. C. P., Saghir, Z., Dirksen, A. & de Bruijne, Marleen, 2011, Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. Székely, G. & Hahn, H. K. (red.). Springer, s. 49-60 12 s. (Lecture notes in computer science, Bind 6801).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  41. Udgivet

    Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease

    Petersen, Jens, Nielsen, Mads, Lo, P. C. P., Nordenmark, L. H., Pedersen, J. J. H., Wille, M. M. W., Dirksen, A. & de Bruijne, Marleen, 2014, I: Medical Image Analysis. 18, 3, s. 531-541 11 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  42. Udgivet

    Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation

    Petersen, Jens, Wille, M. M. W., Raket, L. L., Feragen, A., Pedersen, J. H., Nielsen, Mads, Dirksen, A. & de Bruijne, Marleen, 2014, I: European Radiology. 24, 9, s. 2319-2325 7 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  43. Udgivet

    Quantitative analysis of airway abnormalities in CT

    Petersen, Jens, Lo, P. C. P., Nielsen, Mads, Edula, G., Ashraf, H., Dirksen, A. & de Bruijne, Marleen, 2010, Medical Imaging 2010: computer-aided Diagnosis. Karssemeijer, N. & Summers, R. M. (red.). SPIE - International Society for Optical Engineering, 12 s. 76241S. (Progress in Biomedical Optics and Imaging; Nr. 34, Bind 11).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  44. Udgivet

    Increasing Accuracy of Optimal Surfaces Using Min-marginal Energies

    Petersen, Jens, Arias-Lorza, A. M., Selvan, Raghav, Bos, D., van der Lugt, A., Pedersen, J. H., Nielsen, Mads & de Bruijne, Marleen, 1 jan. 2019, I: IEEE Transactions on Medical Imaging. 38, 7, s. 1559-1568 8599009.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  45. Udgivet

    Mathematical methods for medical imaging

    Pennec, X., Joshi, S. & Nielsen, Mads, 2013, I: International Journal of Computer Vision. 105, 2, s. 109-110 2 s.

    Publikation: Bidrag til tidsskriftLeder

  46. Udgivet

    Proceedings of the Fourth International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Biological Shape Variability Modeling (MFCA 2013), Nagoya, Japan

    Pennec, X. (red.), Joshi, S. (red.), Nielsen, Mads (red.), Fletcher, T. P. (red.), Durrleman, S. (red.) & Sommer, Stefan Horst (red.), 2013, INRIA. 134 s.

    Publikation: Bog/antologi/afhandling/rapportBogfagfællebedømt

  47. Udgivet

    Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy: geometrical and statistical methods for modelling biological shape variability

    Pennec, X. (red.), Joshi, S. (red.) & Nielsen, Mads (red.), 2011, HAL. 200 s.

    Publikation: Bog/antologi/afhandling/rapportBogfagfællebedømt

  48. Udgivet

    Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015)

    Pennec, X. (red.), Joshi, S. (red.), Nielsen, Mads (red.), Fletcher, T. P. (red.), Durrleman, S. (red.) & Sommer, Stefan Horst (red.), 2015, INRIA. 173 s.

    Publikation: Bog/antologi/afhandling/rapportAntologi

  49. The hausdorff dimension and scale-space normalization of natural images

    Pedersen, K. S. & Nielsen, Mads, 2000, I: Journal of Visual Communication and Image Representation. 11, 2, s. 266-277 12 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

  50. Udgivet

    The Hausdorff Dimension and Scale-Space Normalization of 'Natural Images'

    Steenstrup Pedersen, Kim & Nielsen, Mads, 1999.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskning

ID: 542361