Mads Nielsen

Mads Nielsen

Professor

ORCID: 0000-0003-1535-068X

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  1. Published

    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.

    Research output: Contribution to conference › Poster › Research

  2. Published

    White matter hypointensity growth rate correlates with rate of brain atrophy

    Pai, A. S. U., Sørensen, L., Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P414 1 p., P1-285.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  3. Published

    White matter hypointensity growth rate correlates with rate of brain atrophy

    Pai, A. S. U., Sørensen, L., Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P75-P76 2 p., IC-P-131.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  4. What do features tell about images?

    Nielsen, Mads & Lillholm, Martin, 2001, Scale-Space and Morphology in Computer Vision: Third International Conference, Scale-Space 2001 Vancouver, Canada, July 7–8, 2001 Proceedings. Kerckhove, M. (ed.). Springer, p. 39-50 12 p. (Lecture notes in computer science, Vol. 2106).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  5. Published

    Weighting of the k-Nearest-Neighbors

    Chernoff, K. & Nielsen, Mads, 2010, 2010 20th International Conference on Pattern Recognition (ICPR). IEEE, p. 666-669 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Published

    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. (eds.). Springer, p. 863-871 8 p. (Lecture notes in computer science; No. 5242).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. 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

    Research output: Book/Report › Book › Research › peer-review

  8. Published

    Video super-resolution using simultaneous motion and intensity calculations

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. Published

    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, In: Osteoporosis International. 22, 7, p. 2119-2128 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  10. Published

    Vertebral Fracture Classification

    de Bruijne, Marleen, Pettersen, P. C., Tankó, L. B. & Nielsen, Mads, 2007, Medical Imaging 2007: Image Processing, 18-20 February, 2007, San Diego, California, USA. Pluim, J. P. W. & Reinhardt, J. M. (eds.). SPIE, 10 p. (Proceedings of SPIE; No. 6512).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  11. Variational motion compensated deinterlacing

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  12. Published

    Variational Segmentation and Contour Matching of Non-Rigid Moving Object

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

    Research output: Contribution to conference › Paper › Research › peer-review

  13. Published

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

    Sørensen, L., Igel, Christian, Hansen, N. L., Lauritzen, Martin, Osler, Merete, Rostrup, Egill & Nielsen, Mads, 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P133 1 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  14. Published

    Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark

    Lorenzen, S. S., Nielsen, Mads, Jimenez-Solem, E., Petersen, Tonny Studsgaard, Perner, Anders, Thorsen-Meyer, H., Igel, Christian & Sillesen, Martin Hylleholt, 23 Sep 2021, In: Scientific Reports. 11, 1, 10 p., 18959.

    Research output: Contribution to journal › Journal article › Research › peer-review

  15. Published

    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, In: IEEE Transactions on Medical Imaging. 35, 5, p. 1322-1331 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  16. Understanding Hessian-based density scoring

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

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  17. Published

    UNSUPERVISED MACHINE LEARNING ON BASELINE BRAIN MRI IDENTIFIES MCI SUBGROUP WITH A FASTER DECLINE OVER TWO YEARS COMPARED TO CLASSICAL HIPPOCAMPAL SPARING AD SUBTYPE

    Sørensen, L., Pai, A., Nielsen, Mads, Leverenz, J. B. & Pillai, J. A., 2019, In: Alzheimer's & Dementia. 15, 7, p. P1420 1 p., P4-326.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  18. Published

    Two dimensional shape representation manipulation method for improving general procrustes alignment process, involves relating probable relative depth of landmark in three dimensional shape of body part

    Chernoff, K., Nielsen, Mads & Lillholm, Martin, 2010, IPC No. G06T-007/00, Patent No. WO2010142595-A1, 16 Dec 2010, Priority date 11 Jun 2009, Priority No. US268370

    Research output: Patent

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

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  20. Published

    Tribute Workshop for Peter Johansen

    Nielsen, Mads (ed.), de Bruijne, Marleen (ed.), Jørgensen, Camilla Holm (ed.), Olsen, Søren Ingvor (ed.), Steenstrup Pedersen, Kim (ed.) & Sporring, Jon (ed.), 2008, Berlin: Springer. 151 p. (Journal of Mathematical Imaging and Vision; No. 31(2-3)p.119-269).

    Research output: Book/Report › Anthology › Research

  21. Published

    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, In: NeuroImage. 130, p. 63-76 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  22. Published

    Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A. S. U., Cardoso, M. J., Modat, M., Ourselin, S. & Sørensen, L., 2019, In: Medical Image Analysis. 53, p. 39-46

    Research output: Contribution to journal › Journal article › Research › peer-review

  23. Published

    Tracking Target and Spiral Waves

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  24. Tracking Eyes Using Shape and Appearance.

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

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  25. Published

    Towards exaggerated image stereotypes

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

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  26. Published

    Towards exaggerated emphysema stereotypes

    Chen, C., Sørensen, L., Lauze, Francois Bernard, Igel, Christian, Loog, M., Feragen, A., de Bruijne, Marleen & Nielsen, Mads, 2012, Medical Imaging 2012: Computer-Aided Diagnosis. van Ginneken, B. & Novak, C. L. (eds.). SPIE - International Society for Optical Engineering, 13 p. 83150Q. (Proceedings of S P I E - International Society for Optical Engineering, Vol. 7964). (Progress in Biomedical Optics and Imaging; No. 31, Vol. 13).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  27. Published

    Toward a theory of statistical tree-shape analysis

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  28. Published

    Three-dimensional scan data analysis method for diagnosis of joint pathology, involves determining measure of three-dimensional local curvature within load bearing area of cartilage, at scale arranged to result in specific measure

    Dam, E. B., Folkesson, J. M., Pettersen, P., Olsen, O. F., Nielsen, Mads & Christiansen, C., 2007, IPC No. G06T-007/00, Patent No. WO2007048463-A1, 3 May 2007, Priority date 24 Oct 2005, Priority No. GB021640

    Research output: Patent

  29. Published

    Three dimensional image data analysis method for diagnosis and prognosis of e.g. osteoarthritis, involves comparing measured value representative of homogeneity of medial area with previously obtained values of healthy joints

    Dam, E. B., Qazi, A. A., Karsdal, M., Petterson, P. C., Nielsen, Mads & Christiansen, C., 2008, IPC No. G06T-007/00, Patent No. WO2008034845-A2 , 27 Mar 2008, Priority date 19 Sep 2006, Priority No. GB018417

    Research output: Patent

  30. Published

    The value of hippocampal volume, shape, and texture for 11-year prediction of dementia: a population-based study

    Achterberg, H. C., Sørensen, L., Wolters, F. J., Niessen, W. J., Vernooij, M. W., Ikram, M. A., Nielsen, Mads & de Bruijne, Marleen, 2019, In: Neurobiology of Aging. 81, p. 58-66

    Research output: Contribution to journal › Journal article › Research › peer-review

  31. The structure of the optic flow field

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

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  32. The intrinsic structure of optic flow incorporating measurement duality

    Florack, L., Niessen, W. & Nielsen, Mads, 1998, In: International Journal of Computer Vision. 27, 3, p. 263-286 24 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

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

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  34. Published

    The combined effect of mammographic texture and density on breast cancer risk: a cohort study

    Wanders, J. O. P., van Gils, C. H., Karssemeijer, N., Holland, K., Kallenberg, M., Peeters, P. H. M., Nielsen, Mads & Lillholm, Martin, 2018, In: Breast Cancer Research. 20, 10 p., 36.

    Research output: Contribution to journal › Journal article › Research › peer-review

  35. Published

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

    Steenstrup Pedersen, Kim & Nielsen, Mads, 1999.

    Research output: Contribution to conference › Conference abstract for conference › Research

  36. The Generic Structure of the Optic Flow Field

    Olsen, O. F. & Nielsen, Mads, 2006, In: Journal of Mathematical Imaging and Vision. 24, 1, p. 37-53

    Research output: Contribution to journal › Journal article › Research › peer-review

  37. Published

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

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  38. Published

    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. (eds.). Springer, Vol. Part III. p. 275-296 22 p. (Signals and Communication Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  39. Published

    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. (eds.). Springer, p. 329-343 15 p. (Lecture notes in computer science, Vol. 6819).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  40. Submitted

    Supervised shape learning for fracture prediction

    de Bruijne, Marleen, Nielsen, Mads & Pettersen, P., 2008, (Submitted) 10 Apr 2008

    Research output: Patent

  41. Published

    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. (eds.). SPIE - International Society for Optical Engineering, 9 p. 978409. (Progress in Biomedical Optics and Imaging; No. 39, Vol. 17).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  42. Published

    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 p.

    Research output: Contribution to conference › Conference abstract for conference › Research

  43. Published

    Subclinical depressive symptoms during late midlife and structural brain alterations: A longitudinal study of Danish men born in 1953

    Osler, Merete, Sørensen, L., Rozing, M., Calvo, O. P., Nielsen, Mads & Rostrup, E., Apr 2018, In: Human Brain Mapping. 39, 4, p. 1789-1795

    Research output: Contribution to journal › Journal article › Research › peer-review

  44. Published

    Stepwise inverse consistent Euler’s scheme for diffeomorphic image registration

    Pai, A. S. U., Sommer, Stefan Horst, Darkner, Sune, Sørensen, L., Sporring, Jon & Nielsen, Mads, 2014, Biomedical Image Registration: 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. Ourselin, S. & Modat, M. (eds.). Springer, p. 223-230 8 p. (Lecture notes in computer science, Vol. 8545).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  45. Published

    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. & 30 others, 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., Sørensen, L. E. B. L., Nielsen, Mads, Tangaro, S., Inglese, P., Wachinger, C., Reuter, M., van Swieten, J. C., Niessen, W. J. & Klein, S., 2015, In: NeuroImage. 111, p. 562-579 18 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  46. Published

    Spine Shape Predicts Vertebral Fractures in Postmenopausal Women

    de Bruijne, Marleen, Pettersen, P. C., A. Ghosh, M. G. Sorensen & Nielsen, Mads, 2008, In: Journal of Bone and Mineral Research. Supl. S, p. S37 1 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  47. Published

    Spinal image processing method, involves segmenting image of two vertebrae to obtain data representative of shape and size of vertebrae, and comparing shape and size with predicted unfractured shape and size of vertebrae

    de Bruijne, Marleen, Lund, M., Nielsen, Mads & Pettersen, P., 2006, IPC No. G06T-007/00, Patent No. WO2006087190-A1, 24 Aug 2006, Priority date 16 Feb 2005, Priority No. GB003236

    Research output: Patent

  48. Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments

    Faugeras, O., Nielsen, Mads, Perona, P., Romeny, B. T. H. & Sapiro, G., 2000, In: Journal of Visual Communication and Image Representation. 11, 2, p. 95 1 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  49. Published

    Special Issue on Tribute Workshop for Peter Johansen

    Nielsen, Mads, de Bruijne, Marleen, Jørgensen, Camilla Holm, Olsen, Søren Ingvor, Steenstrup Pedersen, Kim & Sporring, Jon, 2008, In: Journal of Mathematical Imaging and Vision. 31, 2-3, p. 119-120

    Research output: Contribution to journal › Editorial › Research

  50. Published

    Special Issue on Statistics of Shapes and Textures

    Nielsen, Mads (ed.), Hansen, L. K. (ed.), Johansen, P. (ed.) & Sporring, Jon (ed.), 2002, (Journal of Mathematical Imaging and Vision; No. 2, Vol. 17).

    Research output: Book/Report › Anthology › Research

  51. Published

    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, p. 217-224 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  52. Published

    Sparse multi-scale diffeomorphic registration: the kernel bundle framework

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  53. Published

    Smoothing images creates corners

    Sporring, Jon, Olsen, O. F., Nielsen, Mads & Weickert, J., 2000, In: Image and Vision Computing. 18, 3, p. 261-266

    Research output: Contribution to journal › Journal article › Research › peer-review

  54. Published

    Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs

    Orbes-Arteaga, M., Cardoso, M. J., Sørensen, L., Modat, M., Ourselin, S., Nielsen, Mads & Pai, A. S. U., 2018. 8 p.

    Research output: Contribution to conference › Paper › Research

  55. Published

    Simultaneous registration and bilateral differential bias correction in brain MRI

    Zou, B., Pai, A. S. U., Sørensen, L. & Nielsen, Mads, 2014, Intelligent Imaging: Linking MR Acquisition and Processing.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  56. Published

    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, In: Academic Radiology. 19, 4, p. 446-454 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  57. Shape regression for vertebra fracture quantification

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

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  58. Shape particle filtering for image segmentation

    De Bruijne, M. & Nielsen, Mads, 2004, In: Medical Image Computing and Computer-Assisted Intervention--MICCAI 2004. p. 168-175 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  59. Published

    Sensitivity of screening mammography by density and texture: a cohort study from a population-based screening program in Denmark

    von Euler-Chelpin, My Catarina, Lillholm, Martin, Vejborg, I., Nielsen, Mads & Lynge, Elsebeth, 2019, In: Breast Cancer Research. 21, 1

    Research output: Contribution to journal › Journal article › Research › peer-review

  60. Published

    Semi-automatic detection of calcifications using nonlinear stretching on X-ray images

    Conrad-Hansen, L. A., de Bruijne, Marleen, Nielsen, Mads & Petrou, M., 2007, Medical Imaging 2007: Computer-aided diagnosis, 20-22 February, 2007, San Diego, California, USA. Giger, M. L. & Karssemeijer, N. (eds.). SPIE, 7 p. (Proceedings of SPIE; No. 6514).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  61. Published

    Screening mammography: benefit of double reading by breast density

    von Euler-Chelpin, My Catarina, Lillholm, Martin, Napolitano, George, Vejborg, I., Nielsen, Mads & Lynge, Elsebeth, 2018, In: Breast Cancer Research and Treatment. 171, 3, p. 767-776 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  62. Scale-time kernels and models

    ter Haar Romeny, B. M., Florack, L. M. & Nielsen, Mads, 2001, Scale-Space and Morphology in Computer Vision. Springer Science+Business Media, p. 255-263 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  63. Scale-space generators and functionals

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

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

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

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

    Research output: Book/Report › Book › Research › peer-review

  65. Published

    Scale Space Theories in Computer Vision: Second International Conference, Scale Space'99, Corfu, Greece, September 1999; Proceedings

    Nielsen, Mads, 2000, Springer Science+Business Media.

    Research output: Book/Report › Book › Research › peer-review

  66. Published

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

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

    Research output: Contribution to conference › Paper › Research

  67. Published

    Robust parametric modeling of Alzheimer's disease progression

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  68. Published

    Robust cross-vendor mammographic texture models using augmentation-based domain adaptation for long-term breast cancer risk

    Lauritzen, Andreas, von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, I., Nielsen, Mads, Karssemeijer, N. & Lillholm, Martin, 2023, In: Journal of Medical Imaging. 10, 5, p. 1-16 054003.

    Research output: Contribution to journal › Journal article › Research › peer-review

  69. Published

    Risk stratification of women with false-positive test results in mammography screening based on mammographic morphology and density: a case control study

    Winkel, R. R., von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Diao, P., Lillholm, Martin, Kallenberg, M., Forman, Julie Lyng, Nielsen, Michael Bachmann, Uldall, W. Y., Nielsen, Mads & Vejborg, I. M. M., Aug 2017, In: Cancer Epidemiology. 49, p. 53-60 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  70. Published

    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. (eds.). Department of Computer Science, University of Helsinki , p. 35-38 4 p. (Series of Publications B, Vol. B-2015-1).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  71. Published

    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.

    Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review

  72. Regularization, scale-space, and edge detection filters

    Nielsen, Mads, Florack, L. & Deriche, R., 1997, In: Journal of Mathematical Imaging and Vision. 7, 4, p. 291-307 17 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  73. Published

    Reconstruction of Optical Thickness from Hoffman Modulation Contrast Images

    Olsen, N. H., Sporring, Jon, Nielsen, Mads, Hnida, C. & Ziebe, S., 2003, Image Analysis: 13th Scandinavian Conference, SCIA 2003 Halmstad, Sweden, June 29 – July 2, 2003 Proceedings. Springer, p. 445-454 (Lecture notes in computer science, Vol. 2749/2003).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  74. Published

    Reconstruction of Optical Thickness

    Olsen, N. H., Sporring, Jon & Nielsen, Mads, 2002, Proceedings fra den 11. Danske Konference om Mønstergenkendelse og Billedanalyse. Department of Computer Science, University of Copenhagen, p. 114-126

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

  75. Quantizing calcification in the lumbar aorta on 2-D lateral X-ray images

    Conrad-Hansen, L. A., de Bruijne, M., Lauze, F., Tanko, L. B. & Nielsen, Mads, 2005, Computer Vision for Biomedical Image Applications. Springer Science+Business Media, p. 409-418 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  76. Quantitative vertebral morphometry using neighbor-conditional shape models

    De Bruijne, M., Lund, M. T., Tankó, L. B., Pettersen, P. P. & Nielsen, Mads, 2006, Medical Image Computing and Computer-Assisted Intervention--MICCAI 2006. Springer Science+Business Media, p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  77. Published

    Quantitative vertebral morphometry using neighbor-conditional shape models

    de Bruijne, Marleen, Lund, M. T., Tankó, L. B., Pettersen, P. & Nielsen, Mads, 2007, In: Medical Image Analysis. 11, 5, p. 503-512

    Research output: Contribution to journal › Journal article › Research › peer-review

  78. Published

    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. (eds.). SPIE - International Society for Optical Engineering, 12 p. 76241S. (Progress in Biomedical Optics and Imaging; No. 34, Vol. 11).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  79. Published

    Quantifying effect-specific mammographic density

    Loog, M., Raundahl, J., pettersen, P., tanko, L. B. & Nielsen, Mads, 2007, Medical Image Computing and Computer-Assisted Intervention: 10th International conference, Brisbane, Australia, October 29 - November 2, 2007, Proceedings, Part II. Ayache, N., Ourselin, S. & Maeder, A. (eds.). Springer, p. 580-587 (Lecture notes in computer science; No. 4792).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  80. Published

    Quantifying calcification in the lumbar aorta on X-ray images

    Conrad-Hansen, L. A., de Bruijne, Marleen, Lauze, F. B., Tankó, L. B., Pettersen, P. C., He, Q., Chen, J., Christiansen, C. & Nielsen, Mads, 2007, Medical Image Computing and Computer-Assisted Intervention: 10th International conference, Brisbane, Australia, October 29 - November 2, 2007, Proceedings, Part II. Ayache, N., Ourselin, S. & Maeder, A. (eds.). Springer, p. 352-359 (Lecture notes in computer science; No. 4792).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  81. Published

    Prognostic osteoarthritis biomarkers

    Dam, E. B., Loog, M., Karsdal, M., Nielsen, Mads & Christiansen, C., 1 May 2009, Google Patents.

    Research output: Other contribution › Research

  82. Products of random matrices

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  83. Published

    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 No. G06K-009/52, Patent No. WO2007090892-A1, 16 Aug 2007, Priority date 10 Feb 2006, Priority No. GB002739

    Research output: Patent

  84. Published

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

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

    Research output: Book/Report › Anthology › Research

  85. Published

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

    Pennec, X. (ed.), Joshi, S. (ed.) & Nielsen, Mads (ed.), 2011, HAL. 200 p.

    Research output: Book/Report › Book › Research › peer-review

  86. Published

    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. (ed.), Joshi, S. (ed.), Nielsen, Mads (ed.), Fletcher, T. P. (ed.), Durrleman, S. (ed.) & Sommer, Stefan Horst (ed.), 2013, INRIA. 134 p.

    Research output: Book/Report › Book › Research › peer-review

  87. Published

    Prior knowledge regularization in statistical medical image tasks

    Crimi, A., Sporring, Jon, de Bruijne, Marleen, Lillholm, Martin & Nielsen, Mads, 2009, Proceedings of the MICCAI Workshop on Probabilistic Models for Medical Image Analysis. 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  88. Preface

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

    Research output: Chapter in Book/Report/Conference proceeding › Preface/postscript › Research

  89. Published

    Preface

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

    Research output: Chapter in Book/Report/Conference proceeding › Preface/postscript › Research

  90. Prediction of the location of the lumbar aorta using the first four lumbar vertebrae as a predictor

    Conrad-Hansen, L. A., Raundahl, J., Tankó, L. B. & Nielsen, Mads, 2004.

    Research output: Contribution to conference › Poster › Research

  91. Published

    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, In: Medical Image Analysis. 66, 11 p., 101800.

    Research output: Contribution to journal › Journal article › Research › peer-review

  92. 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) In: European Radiology. 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  93. Published

    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, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P34-P35 2 p., IC-P-061.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  94. Published

    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, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P538-P539 2 p., P2-186.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  95. Published

    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. (eds.). Springer, p. 34-41 8 p. (Lecture notes in computer science, Vol. 6357).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  96. Published

    Partial feedback online transfer learning with multi-source domains

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  97. Published

    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, In: Climacteric. 11, 2, p. 135-143 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  98. Published

    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, In: Climacteric. 11, 2, p. 135-143 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  99. Published

    PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

    Orbes-Arteaga, M., Sørensen, L., Cardoso , J., Modat , M., Ourselin, S., Sommer, Stefan Horst, Nielsen, Mads, Igel, Christian & Pai, A. S. U., 2019, Proceedings, SPIE 10949, Medical Imaging 2019: Image Processing . SPIE - International Society for Optical Engineering, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  100. Published

    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., Oct 2007, In: Academic Radiology. 14, 10, p. 1209-20 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

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