Mads Nielsen
Mads Nielsen

Professor


  1. 2011
  2. Udgivet

    Exploring the representation capabilities of the HOG descriptor

    Tatu, A. J., Lauze, Francois Bernard, Nielsen, Mads & Kimia, B., 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). IEEE, s. 1410-1417 8 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  3. Udgivet

    Geometries on spaces of treelike shapes

    Feragen, Aasa, Lauze, Francois Bernard, Lo, P. C. P., de Bruijne, Marleen & Nielsen, Mads, 2011, Computer Vision – ACCV 2010 : 10th Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010, Revised Selected Papers, Part II. Kimmel, R., Klette, R. & Sugimoto, A. (red.). Springer, s. 160-173 14 s. (Lecture notes in computer science, Bind 6493).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. 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

  5. Udgivet

    Mammographic Texture Resemblance generalizes as an independent risk factor of breast cancer

    Chernoff, K., Christopher, S. G., Karemore, Gopal, Karssemeijer, N., Nielsen, Mads & Vachon, C. M., 2011.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskning

  6. Udgivet

    Maximum a posteriori estimation of linear shape variation with application to vertebra and cartilage modeling

    Crimi, A., Lillholm, Martin, Nielsen, Mads, Ghosh, A., de Bruijne, Marleen, Dam, E. B. & Sporring, Jon, 2011, I : IEEE transactions on medical imaging. 30, 8, s. 1514-1526 13 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  7. Udgivet

    Means in spaces of tree-like shapes

    Feragen, Aasa, Hauberg, S., Nielsen, Mads & Lauze, Francois Bernard, 2011, 2011 IEEE International Conference on Computer Vision (ICCV). IEEE, s. 739-746 8 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  8. Udgivet
  9. 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

  10. Udgivet

    Novel classification using adaptive metric k-NN

    Chen, C., Chernoff, K., Karemore, Gopal, Lo, P. C. P., Nielsen, Mads & Lauze, Francois Bernard, 2011. 2 s.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  11. 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

  12. 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/rapportBogForskningfagfællebedømt

  13. 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

  14. Udgivet

    Towards exaggerated image stereotypes

    Chen, C., Lauze, Francois Bernard, Igel, Christian, Feragen, Aasa, Loog, M. & Nielsen, Mads, 2011, Proceedings of The First Asian Conference on Pattern Recognition 2011, . s. 422-426 5 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  15. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  16. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  17. 2012
  18. Udgivet

    A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs

    Petersen, P. K., Ganz-Benjaminsen, Melanie, Mysling, P., Nielsen, Mads, Erleben, L. L., Crimi, A. & Brandt, Sami Sebastian, 2012, I : I E E E Transactions on Medical Imaging. 31, 3, s. 663-676 14 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  19. 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

  20. Udgivet

    Automatic quantification of congruity from knee MRI

    Tummala, S., Dam, E. & Nielsen, Mads, 2012, Computational Biomechanics for Medicine: deformation and flow. Nielsen, P. M. F., Wittek, A. & Miller, K. (red.). Springer, s. 51-61 11 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  21. Udgivet

    Automatic quantification of tibio-femoral contact area and congruity

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

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  22. Udgivet

    Breast density scoring with multiscale denoising autoencoders

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

    Publikation: KonferencebidragPaperForskningfagfællebedømt

  23. 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

  24. Udgivet

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

    Ganz-Benjaminsen, 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

  25. 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 tidsskriftKonferenceabstrakt i tidsskriftForskning

  26. Udgivet

    Evaluation of bias in brain atrophy estimation

    Pai, Akshay Sadananda Uppinakudru, Darkner, Sune, xfj310, xfj310, Erleben, L. L., Mysling, P., Sporring, Jon, Dam, E. & Nielsen, Mads, 2012, NIBAD '12: MICCAI 2012 Workshop on Novel Imaging Biomarkers for Alzheimer’s Disease and Related Disorders. Wang, L., Yushkevich, P. & Ourselin, S. (red.). MICCAI , s. 198-206 9 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  27. Udgivet

    Fully automatic cartilage morphometry for knee MRI from the OAI

    Dam, E., Marques, J., Zaim, S., Fuerst, T., Genant, H., Lillholm, Martin & Nielsen, Mads, 2012. 1 s.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  28. 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 tidsskriftForskningfagfællebedømt

  29. Udgivet

    Hippocampal texture provides volume independent information for Alzheimer's diagnosis

    xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Darkner, Sune, Suhy, J., Oh, J., Chen, G., Igel, Christian & Nielsen, Mads, 2012, I : Alzheimer's & Dementia. 8, 4, Supplement, s. 15 1 s., IC-P-013.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  30. 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, 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

  31. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  32. 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

  33. Udgivet

    Metric learning by directly minimizing the k-NN training error

    Chernoff, K., Loog, M. & Nielsen, Mads, 2012, 2012 21st International Conference on Pattern Recognition (ICPR). IEEE, s. 1265-1268 4 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  34. Udgivet

    Shape-based assessment of vertebral fracture risk in postmenopausal women using discriminative shape alignment

    Crimi, A., Loog, M., de Bruijne, Marleen, Nielsen, Mads & Lillholm, Martin, 2012, I : Academic Radiology. 19, 4, s. 446-454 9 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  35. 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

  36. Udgivet

    Texture-based analysis of COPD: a data-driven approach

    xfj310, xfj310, Nielsen, Mads, Lo, P. C. P., Ashraf, H., Pedersen, J. J. H. & de Bruijne, Marleen, 2012, I : I E E E Transactions on Medical Imaging. 31, 1, s. 70-78 9 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  37. Udgivet

    Towards exaggerated emphysema stereotypes

    Chen, C., xfj310, xfj310, Lauze, Francois Bernard, Igel, Christian, Loog, M., Feragen, Aasa, de Bruijne, Marleen & Nielsen, Mads, 2012, Medical Imaging 2012: Computer-Aided Diagnosis. van Ginneken, B. & Novak, C. L. (red.). SPIE - International Society for Optical Engineering, 13 s. 83150Q. (Proceedings of S P I E - International Society for Optical Engineering, Bind 7964). (Progress in Biomedical Optics and Imaging; Nr. 31, Bind 13).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  38. 2013
  39. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  40. Udgivet

    Cube propagation for focal brain atrophy estimation

    Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Mysling, P., Jørgensen, D. R., Dam, E. B., Lillholm, Martin, Oh, J., Chen, G., Suhy, J., Sporring, Jon & Nielsen, Mads, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging. IEEE, s. 402-405 4 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  41. 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

  42. Udgivet

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

    Lillholm, Martin, Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Nielsen, Mads, Sporring, Jon, Darkner, Sune & Dam, E., 2013. 1 s.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  43. 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

  44. Udgivet

    Higher-order momentum distributions and locally affine LDDMM registration

    Sommer, Stefan Horst, Nielsen, Mads, Darkner, Sune & Pennec, X., 2013, I : S I A M Journal on Imaging Sciences. 6, 1, s. 341-367 27 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  45. Udgivet

    Hippocampal texture predicts conversion from MCI to Alzheimer's disease

    xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Igel, Christian & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P581 1 s.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  46. Udgivet

    Hippocampal texture predicts conversion from MCI to Alzheimer's disease

    xfj310, xfj310, Igel, Christian & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P52 1 s.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  47. Udgivet

    Hippocampal texture predicts one-year hippocampal atrophy in mild cognitively impaired subjects

    xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Mysling, P., Darkner, Sune, Chen, G., Oh, J., Suhy, J., Igel, Christian & Nielsen, Mads, 2013. 1 s.

    Publikation: KonferencebidragPosterForskningfagfællebedømt

  48. Udgivet

    Hippocampus atrophy in early Alzheimer's disease quantified using non-rigid registration with cube propagation

    Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Mysling, P., Erleben, L. L., Sporring, Jon, Dam, E., Lillholm, M., Jørgensen, D. R., Chen, G., Oh, J., Suhy, J. & Nielsen, Mads, 2013.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  49. Udgivet

    Localized cerebral atrophy acceleration during Alzheimer’s disease

    Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Lillholm, Martin, Dam, E. B., Sporring, Jon & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P36–P37 2 s., IC-P-059.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  50. Udgivet

    Localized cerebral atrophy acceleration during Alzheimer’s disease

    Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Lillholm, Martin, Dam, E. B., Sporring, Jon & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P151 1 s., O1-10-06.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  51. 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 tidsskriftLederForskning

  52. Udgivet

    Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI

    Erleben, L. L., xfj310, xfj310, Mysling, P., Pai, Akshay Sadananda Uppinakudru, Dam, E. B. & Nielsen, Mads, 2013, Medical Imaging 2013: image processing . Ourselin, S. & Haynor, D. R. (red.). SPIE - International Society for Optical Engineering, 6 s. 866926. (Progress in Biomedical Optics and Imaging; Nr. 36, Bind 14).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  53. 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/rapportBogForskningfagfællebedømt

  54. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  55. Udgivet

    Toward a theory of statistical tree-shape analysis

    Feragen, Aasa, Lo, P. C. P., de Bruijne, Marleen, Nielsen, Mads & Lauze, Francois Bernard, 2013, I : I E E E Transactions on Pattern Analysis and Machine Intelligence. 35, 8, s. 2008-2021 14 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  56. 2014
  57. 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, Sami Sebastian, 2014, I : Physics in Medicine and Biology. 59, 22, s. 6759-6773 15 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  58. Udgivet

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

    Anker, C., xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Lyksborg, M., Lillholm, Martin, Conradsen, K., Larsen, R. & Nielsen, Mads, 2014. 1 s.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  59. Udgivet

    Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol

    Anker, C., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P33 1 s., IC-P-058.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  60. Udgivet

    Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol

    Anker, C., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P415-P416 2 s., P1-288.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  61. Udgivet

    Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI

    Erleben, L. L., xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Dam, Erik Bjørnager, Nielsen, Mads & Initiative, A. D. N., 2014, I : BMC Medical Imaging. 14, 1, 12 s., 21.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  62. Udgivet

    Breast tissue segmentation and mammographic risk scoring using deep learning

    Petersen, P. K., Nielsen, Mads, Diao, Pengfei, 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

  63. Udgivet

    Breast tissue segmentation from x-ray radiographs

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

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  64. Udgivet
  65. Udgivet

    Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry

    xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Anker, C., Balas, I., Lillholm, Martin, Igel, Christian & Nielsen, Mads, 2014, MICCAI 2014 Workshop Proceedings: Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data. Bron, E. E., Smits, M., van Swieten, J. C., Niessen, W. J. & Klein, S. (red.). Erasmus Universiteit Rotterdam, s. 111-118 8 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  66. 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, Aasa, Pedersen, J. H., Nielsen, Mads, Dirksen, A. & de Bruijne, Marleen, 2014, I : European Radiology. 24, 9, s. 2319-2325 7 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  67. Udgivet

    Geometry and statistics: manifolds and stratified spaces

    Feragen, Aasa, Nielsen, Mads, Jensen, E. B. V., Plessis, A. D. & Lauze, Francois Bernard, 2014, I : Journal of Mathematical Imaging and Vision. 50, 1, s. 1-4 4 s.

    Publikation: Bidrag til tidsskriftLederForskning

  68. 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, Aasa, 2014. 1 s.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  69. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  70. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  71. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  72. Udgivet

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

    Pillai, J., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310 & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P538-P539 2 s., P2-186.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  73. Udgivet

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

    Pillai, J., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310 & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P34-P35 2 s., IC-P-061.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  74. Udgivet

    Simultaneous registration and bilateral differential bias correction in brain MRI

    Zou, B., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310 & Nielsen, Mads, 2014, Intelligent Imaging: Linking MR Acquisition and Processing.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  75. Udgivet

    Stepwise inverse consistent Euler’s scheme for diffeomorphic image registration

    Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, Darkner, Sune, xfj310, xfj310, Sporring, Jon & Nielsen, Mads, 2014, Biomedical Image Registration: 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. Ourselin, S. & Modat, M. (red.). Springer, s. 223-230 8 s. (Lecture notes in computer science, Bind 8545).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  76. Udgivet

    Validation of hippocampal texture for early Alzheimer’s disease detection: generalization to independent cohorts and extrapolation to very early signs of dementia

    xfj310, xfj310, Igel, Christian, Hansen, N. L., Lauritzen, Martin, Osler, Merete, Rostrup, E. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P133 1 s.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  77. Udgivet

    White matter hypointensity growth rate correlates with rate of brain atrophy

    Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P75-P76 2 s., IC-P-131.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  78. Udgivet

    White matter hypointensity growth rate correlates with rate of brain atrophy

    Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P414 1 s., P1-285.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  79. Udgivet
  80. 2015
  81. Udgivet

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

    Pai, Akshay Sadananda Uppinakudru, Klein, S., Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) . INRIA, s. 35-47

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  82. Udgivet

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

    Pai, Akshay Sadananda Uppinakudru, Klein, S., Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , s. 35-47 13 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  83. Udgivet

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

    Kallenberg, M. G. J., Lillholm, Martin, Diao, Pengfei, 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

  84. Udgivet

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

    Kallenberg, M. G. J., Lillholm, Martin, Diao, Pengfei, 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

  85. 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, Pengfei, 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

  86. Udgivet

    Automatic segmentation of high-and low-field knee MRIs using knee image quantification with data from the osteoarthritis initiative

    Dam, Erik Bjørnager, Lillholm, Martin, Marques, J. & Nielsen, Mads, 2015, I : SPIE Journal of Medical Imaging. 2, 2, 13 s., 024001.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  87. Udgivet
  88. Udgivet

    Diffeomorphic image registration with automatic time-step adjustment

    Pai, Akshay Sadananda Uppinakudru, Klein, S., Sommer, Stefan Horst, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on. IEEE, s. 1085-1088 4 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  89. Udgivet

    Hippocampal MRI texture is related to hippocampal glucose metabolism

    xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Igel, Christian & Nielsen, Mads, 2015, I : Alzheimer's & Dementia. 11, 7, Supplement, s. P55-P56 2 s., IC-P-077.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  90. Udgivet

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

    Nielsen, Mads, Igel, Christian & xfj310, xfj310, 2015, I : Neurodegenerative Diseases. 15, Suppl. 1, s. 262 1 s., ADPD5-0947.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskning

  91. Udgivet
  92. Udgivet
  93. Udgivet

    Improved Alzheimer's disease diagnostic performance using structural MRI: validation of the MRI combination biomarker that won the CADDementia challenge

    xfj310, xfj310, Lillholm, Martin, Pai, Akshay Sadananda Uppinakudru, Balas, I., Anker, C., Igel, Christian & Nielsen, Mads, 2015, I : Insights into Imaging. 6, Supplement 1, 1 s., B-0077.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskning

  94. Udgivet

    Inter-observer agreement according to three methods of evaluating mammographic density and parenchymal pattern in a case control study: impact on relative risk of breast cancer

    Winkel, R. R., von Euler-Chelpin, My Catarina, Nielsen, Mads, Diao, Pengfei, Nielsen, Michael Bachmann, Uldall, W. Y. & Vejborg, I. M. M., 2015, I : BMC Cancer. 15, 14 s., 274.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  95. 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

  96. Udgivet

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

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

    Publikation: KonferencebidragPaperForskning

  97. 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/rapportAntologiForskning

  98. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  99. Udgivet

    Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge

    Bron, E. E., Smits, M., van der Flier, W. M., Vrenken, H., Barkhof, F., Scheltens, P., Papma, J. M., Steketee, R. M. E., Méndez Orellana, C., Meijboom, R., Pinto, M., Meireles, J. R., Garrett, C., Bastos-Leite, A. J., Abdulkadir, A., Ronneberger, O., Amoroso, N., Bellotti, R., Cárdenas-Peña, D., Álvarez-Meza, A. M., Dolph, C. V., Iftekharuddin, K. M., Eskildsen, S. F., Coupé, P., Fonov, V. S., Franke, K., Gaser, C., Ledig, C., Guerrero, R., Tong, T., Gray, K. R., Moradi, E., Tohka, J., Routier, A., Durrleman, S., Sarica, A., Di Fatta, G., Sensi, F., Chincarini, A., Smith, G. M., Stoyanov, Z. V., xfj310, xfj310, Nielsen, Mads, Tangaro, S., Inglese, P., Wachinger, C., Reuter, M., van Swieten, J. C., Niessen, W. J. & Klein, S., 2015, I : NeuroImage. 111, s. 562-579 18 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  100. 2016
  101. Udgivet

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

    Michalkiewicz, M. D., Pai, Akshay Sadananda Uppinakudru, Leung, K. K., Sommer, Stefan Horst, Darkner, Sune, xfj310, xfj310, 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  102. Udgivet

    Deformation-based atrophy computation by surface propagation and its application to Alzheimer’s disease

    Pai, Akshay Sadananda Uppinakudru, Sporring, Jon, Darkner, Sune, Dam, Erik Bjørnager, Lillholm, Martin, Jørgensen, D., Oh, J., Chen, G., Suhy, J., xfj310, xfj310 & Nielsen, Mads, 2016, I : SPIE Journal of Medical Imaging. 3, 1, 11 s., 014005.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  103. Udgivet

    Do dementia biomarkers have a sigmoid trajectory? Insights from non-linear mixed effects modeling

    Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, Raket, L. L., xfj310, xfj310 & Nielsen, Mads, 2016, I : Alzheimer's & Dementia. 12, 7, Supplement, s. P356 1 s., O4-09-06.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  104. Udgivet

    Early detection of Alzheimer's disease using MRI hippocampal texture

    xfj310, xfj310, Igel, Christian, Hansen, N. L., Osler, Merete, Lauritzen, Martin, Rostrup, E. & Nielsen, Mads, 2016, I : Human Brain Mapping. 37, 3, s. 1148-1161 14 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  105. Udgivet

    Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions

    Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2016, I : IEEE transactions on medical imaging. 35, 6, s. 1369-1380 12 s.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  106. 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

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