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Mads Nielsen

Mads Nielsen

Professor

Medlem af:


  1. 2018
  2. E-pub ahead of print

    Subclinical depressive symptoms during late midlife and structural brain alterations : a longitudinal study of Danish men born in 1953. / Osler, Merete; Sørensen, Lauge; Rozing, Maarten; Calvo, Oriol Puig; Nielsen, Mads; Rostrup, Egill.

    I: Human Brain Mapping, 2018.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  3. Accepteret/In press

    Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination. / Sørensen, Lauge; Nielsen, Mads.

    I: Journal of Neuroscience Methods, 2018.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  4. 2017
  5. Udgivet

    Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics : First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings. / Cardoso, M. Jorge (Redaktør); Arbel, Tal (Redaktør); Ferrante, Enzo (Redaktør); Pennec, Xavier (Redaktør); Dalca, Adrian V.; Parisot, Sarah (Redaktør); Joshi, Sarang (Redaktør); Batmanghelich, Nematollah K. (Redaktør); Sotiras, Aristeidis (Redaktør); Nielsen, Mads (Redaktør); Sabuncu, Mert R. (Redaktør); Fletcher, Tom (Redaktør); Shen, Li (Redaktør); Durrleman, Stanley (Redaktør); Sommer, Stefan Horst (Redaktør).

    Springer, 2017. 248 s.

    Publikation: Bog/antologi/afhandling/rapportAntologi

  6. Udgivet

    Density-based non-rigid registration of diffusion-weighted images. / Jensen, Henrik Grønholt; Lauze, Francois Bernard; Nielsen, Mads; Darkner, Sune.

    2017. Abstract fra 25th ISMRM Annual Meeting, Honolulu, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  7. Udgivet

    Convolutional neural networks for segmentation and object detection of human semen. / Nissen, Malte Stær; Krause, Oswin; Almstrup, Kristian; Kjærulff, Søren; Nielsen, Torben T.; Nielsen, Mads.

    Image Analysis: 20th Scandinavian Conference, SCIA 2017, Tromsø, Norway, June 12–14, 2017, Proceedings, Part I. red. / Puneet Sharma; Filippo Maria Bianchi. Bind Part 1 Springer, 2017. s. 397-406.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  8. Udgivet

    A statistical model for simultaneous template estimation, bias correction, and registration of 3D brain images. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Raket, Lars Lau; Kühnel, Line; Darkner, Sune; Sørensen, Lauge; Nielsen, Mads.

    Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. red. / Henning Müller; B. Michael Kelm; Tal Arbel; Weidong Cai; M. Jorge Cardoso; Georg Langs; Bjoern Menze; Dmitris Metaxas; Albert Montillo; William M. Wells; Shaoting Zhang; Albert C. S. Chung; Mark Jenkinson; Annemie Ribbens. Springer, 2017. s. 151-159.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  9. Udgivet

    Characterization of errors in deep learning-based brain MRI segmentation. / Pai, Akshay Sadananda Uppinakudru; Teng, Yuan-Ching; Blair, Joseph Patrick Michele; Kallenberg, Michiel Gijsbertus J.; Dam, Erik Bjørnager; Sommer, Stefan Horst; Igel, Christian; Nielsen, Mads.

    Deep learning for medical image analysis. red. / S. Kevin Zhou; Hayit Greenspan; Dinggang Shen. Academic Press, 2017. s. 223–242.

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

  10. Udgivet

    Hippocampal texture predicts rate of cognitive decline in mild cognitive impairment. / Pai, Akshay Sadananda Uppinakudru; Pillai, Jagan A.; Sørensen, Lauge; Darkner, Sune; Sommer, Stefan Horst; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 13, Nr. 7, supplement, P4-225, 07.2017, s. P1356.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  11. Udgivet
  12. Udgivet
  13. 2016
  14. Udgivet

    Learning density independent texture features. / Kallenberg, Michiel Gijsbertus J.; Nielsen, Mads; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Lillholm, Martin.

    Breast Imaging: 13th International Workshop, IWDM 2016, Malmö, Sweden, June 19-22, 2016, Proceedings. red. / Anders Tingberg; Kristina Lång; Pontus Timberg. Springer, 2016. s. 299-306.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  15. Udgivet

    Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring. / Kallenberg, Michiel Gijsbertus J.; Petersen, Peter Kersten; Nielsen, Mads; Ng, Andrew Y.; Diao, Pengfei; Igel, Christian; Vachon, Celine M.; Holland, Katharina; Winkel, Rikke Rass; Karssemeijer, Nico; Lillholm, Martin.

    I: IEEE Transactions on Medical Imaging, Bind 35, Nr. 5, 2016, s. 1322-1331.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  16. Udgivet

    Supervised hub-detection for brain connectivity. / Kasenburg, Niklas; Liptrot, Matthew George; Reislev, Nina Linde; Garde, Ellen; Nielsen, Mads; Feragen, Aasa.

    Medical Imaging 2016: Image Processing. red. / Martin A. Styner; Elsa D. Angelini. SPIE - International Society for Optical Engineering, 2016. 978409.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  17. Udgivet

    Training shortest-path tractography : automatic learning of spatial priors. / Kasenburg, Niklas; Liptrot, Matthew George; Reislev, Nina Linde; Ørting, Silas Nyboe; Nielsen, Mads; Garde, Ellen; Feragen, Aasa.

    I: NeuroImage, Bind 130, 2016, s. 63-76.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  18. Udgivet

    Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation. / Michalkiewicz, Mateusz Dawid; Pai, Akshay Sadananda Uppinakudru; Leung, Kelvin K.; Sommer, Stefan Horst; Darkner, Sune; Sørensen, Lauge; Sporring, Jon; Nielsen, Mads.

    Medical imaging 2016: Image processing. red. / Martin A. Styner; Elsa D. Angelini. SPIE - International Society for Optical Engineering, 2016. 978406.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  19. 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, Dan; Oh, Joonmi; Chen, Gennan; Suhy, Joyce; Sørensen, Lauge; Nielsen, Mads.

    I: SPIE Journal of Medical Imaging, Bind 3, Nr. 1, 014005, 2016.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  20. Udgivet

    Do dementia biomarkers have a sigmoid trajectory? Insights from non-linear mixed effects modeling. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Raket, Lars Lau; Sørensen, Lauge; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 12, Nr. 7, Supplement, O4-09-06, 2016, s. P356.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  21. Udgivet
  22. Udgivet

    Early detection of Alzheimer's disease using MRI hippocampal texture. / Sørensen, Lauge; Igel, Christian; Hansen, Naja Liv; Osler, Merete; Lauritzen, Martin; Rostrup, Egill; Nielsen, Mads.

    I: Human Brain Mapping, Bind 37, Nr. 3, 2016, s. 1148-1161.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  23. Udgivet

    MCI trial enrichment using MRI hippocampus texture. / Sørensen, Lauge; Igel, Christian; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 12, Nr. 7, Supplement, IC-P-146, 2016, s. P108–P109.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  24. Udgivet

    Mammographic density and structural features can individually and jointly contribute to breast cancer risk assessment in mammography screening : a case-control study. / Winkel, Rikke Rass; von Euler-Chelpin, My Catarina; Nielsen, Mads; Petersen, Peter Kersten; Lillholm, Martin; Nielsen, Michael Bachmann; Lynge, Elsebeth; Uldall, Wei Yao; Vejborg, Ilse Merete Munk.

    I: B M C Cancer, Bind 16, 414, 2016.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  25. 2015
  26. Udgivet

    Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI : The CADDementia challenge. / Bron, Esther E.; Smits, Marion; van der Flier, Wiesje M.; Vrenken, Hugo; Barkhof, Frederik; Scheltens, Philip; Papma, Janne M.; Steketee, Rebecca M.E.; Méndez Orellana, Carolina; Meijboom, Rozanna; Pinto, Madalena; Meireles, Joana R.; Garrett, Carolina; Bastos-Leite, António J.; Abdulkadir, Ahmed; Ronneberger, Olaf; Amoroso, Nicola; Bellotti, Roberto; Cárdenas-Peña, David; Álvarez-Meza, Andrés M.; Dolph, Chester V.; Iftekharuddin, Khan M.; Eskildsen, Simon Fristed; Coupé, Pierrick; Fonov, Vladimir S.; Franke, Katja; Gaser, Christian; Ledig, Christian; Guerrero, Ricardo; Tong, Tong; Gray, Katherine R.; Moradi, Elaheh; Tohka, Jussi; Routier, Alexandre; Durrleman, Stanley; Sarica, Alessia; Di Fatta, Giuseppe; Sensi, Francesco; Chincarini, Andrea; Smith, Garry M.; Stoyanov, Zhivko V.; Sørensen, Lauge Emil Borch Laurs; Nielsen, Mads; Tangaro, Sabina; Inglese, Paolo; Wachinger, Christian; Reuter, Martin; van Swieten, John C.; Niessen, Wiro J.; Klein, Stefan.

    I: NeuroImage, Bind 111, 2015, s. 562-579.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  27. 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, Joselene; Nielsen, Mads.

    I: SPIE Journal of Medical Imaging, Bind 2, Nr. 2, 024001, 2015.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  28. Udgivet

    Locally orderless registration for diffusion weighted images. / Jensen, Henrik Grønholt; Lauze, Francois Bernard; Nielsen, Mads; Darkner, Sune.

    Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II. red. / Nassir Navab; Joachim Hornegger; William M. Wells; Alejandro F. Frangi. Springer, 2015. s. 305-312.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  29. Udgivet

    Multimodal brain extraction from structural MRI using co-registered FDG-PET. / Jensen, Henrik Grønholt; Federspiel, Frederik Vilhelm Koch; Ptito, Maurice; Nielsen, Mads; Gjedde, Albert; Keller, Sune Høgild; Law, Ian; Kupers, Ron; Darkner, Sune.

    2015. Paper præsenteret ved Computational Methods for Molecular Imaging (CMMI) 2015, .

    Publikation: KonferencebidragPaper

  30. Udgivet

    Assessing breast cancer masking risk in full field digital mammography with automated texture analysis. / Kallenberg, Michiel Gijsbertus J; Lillholm, Martin; Diao, Pengfei; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Nielsen, Mads.

    7th International Workshop on Breast Densitometry and Cancer Risk Assessment (Non-CME). University of California, 2015. s. 109.

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedings

  31. Udgivet

    Assessing breast cancer masking risk with automated texture analysis in full field digital mammography. / Kallenberg, Michiel Gijsbertus J; Lillholm, Martin; Diao, Pengfei; Petersen, Kersten; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Nielsen, Mads.

    Breast Imaging and Interventional. Radiological Society of North America, Inc, 2015. s. 218.

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedings

  32. Udgivet

    Automated texture scoring for assessing breast cancer masking risk in full field digital mammography. / Kallenberg, Michiel Gijsbertus J; Petersen, Peter Kersten; Lillholm, Martin; Jørgensen, Dan Richter; Diao, Pengfei; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Nielsen, Mads.

    I: Insights into Imaging, Bind 6, Nr. 1, Supplement, B-0212, 2015.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  33. Udgivet

    Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects. / Nielsen, Mads; Igel, Christian; Sørensen, Lauge.

    I: Neurodegenerative Diseases, Bind 15, Nr. Suppl. 1, ADPD5-0947, 2015, s. 262.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  34. Udgivet

    Hippocampus MRI T1 texture's relation to established Alzheimer's disease biomarkers and prediction of progression. / Nielsen, Mads; Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Lillholm, Martin.

    2015. Abstract fra 101st Scientific Assembly and Annual Meeting of the Radiological Society of North America , Chicago, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  35. Udgivet

    Relevance sampling. / Nielsen, Mads; Markussen, Bo; Loog, Marco.

    Proceedings of the Eight Workshop on Information Theoretic Methods in Science and Engineering. red. / Jorma Rissanen; Peter Harremoës; Søren Forchhammer; Teemu Roos; Petri Myllymäki. Department of Computer Science, University of Helsinki , 2015. s. 35-38.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  36. Udgivet

    Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error. / Pai, Akshay Sadananda Uppinakudru; Klein, Stefan; Sommer, Stefan Horst; Sørensen, Lauge Emil Borch Laurs; Darkner, Sune; Sporring, Jon; Nielsen, Mads.

    The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , 2015. s. 35-47.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  37. Udgivet

    Comparison of several computational pipelines for atrophy computation in longitudinal Alzheimers studies. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Darkner, Sune; Sørensen, Lauge Emil Borch Laurs; Sporring, Jon; Nielsen, Mads.

    2015. Abstract fra 101st Scientific Assembly and Annual Meeting of the Radiological Society of North America , Chicago, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  38. Udgivet

    Diffeomorphic image registration with automatic time-step adjustment. / Pai, Akshay Sadananda Uppinakudru; Klein, S.; Sommer, Stefan Horst; Darkner, Sune; Sporring, Jon; Nielsen, Mads.

    Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on. IEEE, 2015. s. 1085-1088.

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

  39. Udgivet
  40. Udgivet

    Hippocampal MRI texture is related to hippocampal glucose metabolism. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 11, Nr. 7, Supplement, IC-P-077, 2015, s. P55-P56.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  41. Udgivet
  42. Udgivet
  43. 2014
  44. Udgivet

    Alzheimer's disease diagnostic performance of a multi-atlas hippocampal segmentation method using the harmonized hippocampal protocol. / Anker, Cecilie; Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Lyksborg, Mark; Lillholm, Martin; Conradsen, Knut; Larsen, Rasmus; Nielsen, Mads.

    2014. Abstract fra Radiological Society of North America 100th Scientific Assembly and Annual Meeting, Chicago, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  45. Udgivet

    Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol. / Anker, Cecilie; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Lyksborg, Mark; Conradsen, Knut; Larsen, Rasmus; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, P1-288, 2014, s. P415-P416.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  46. Udgivet

    Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol. / Anker, Cecilie; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Lyksborg, Mark; Conradsen, Knut; Larsen, Rasmus; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, IC-P-058, 2014, s. P33.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  47. Udgivet

    Breast tissue segmentation from x-ray radiographs. / Chen, Chen; Nielsen, Mads; Karssemeijer, Nico; Brandt, Sami Sebastian.

    I: Physics in Medicine and Biology, Bind 59, Nr. 10, 2014, s. 2445-2456.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  48. Udgivet

    Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI. / Erleben, Lene Lillemark; Sørensen, Lauge Emil; Pai, Akshay Sadananda Uppinakudru; Dam, Erik Bjørnager; Nielsen, Mads; Initiative, Alzheimer's Disease Neuroimaging.

    I: BMC Medical Imaging, Bind 14, Nr. 1, 21, 2014.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  49. Udgivet

    Geometry and statistics : manifolds and stratified spaces. / Feragen, Aasa; Nielsen, Mads; Jensen, Eva Bjørn Vedel; Plessis, Andrew du; Lauze, Francois Bernard.

    I: Journal of Mathematical Imaging and Vision, Bind 50, Nr. 1, 2014, s. 1-4.

    Publikation: Bidrag til tidsskriftLeder

  50. Udgivet

    A method to determine the mammographic regions that show early changes due to the development of breast cancer. / Karemore, Gopal; Nielsen, Mads; Karssemeijer, Nico; Brandt, Sami Sebastian.

    I: Physics in Medicine and Biology, Bind 59, Nr. 22, 2014, s. 6759-6773.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  51. Udgivet

    Graph-based fibre tractography computing shortest paths between regions of interest. / Kasenburg, Niklas; Liptrot, Matthew George; Borgwardt, Karsten; Ørting, Silas Nyboe; Nielsen, Mads; Feragen, Aasa.

    2014. Abstract fra Joint Annual Meeting ISMRM-ESMRMB 2014, Milano, Italien.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  52. Udgivet

    Mammographic texture resemblance generalizes as an independent risk factor for breast cancer. / Nielsen, Mads; Vachon, Celine M.; Scott, Christopher G.; Chernoff, Konstantin; Karemore, Gopal; Karssemeijer, Nico; Lillholm, Martin; Karsdal, Morten.

    I: Breast Cancer Research (Online Edition), Bind 16, Nr. 2, R37, 2014.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  53. Udgivet
  54. Udgivet
  55. Udgivet

    Stepwise inverse consistent Euler’s scheme for diffeomorphic image registration. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Darkner, Sune; Sørensen, Lauge; Sporring, Jon; Nielsen, Mads.

    Biomedical Image Registration: 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. red. / Sébastien Ourselin; Marc Modat. Springer, 2014. s. 223-230.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  56. Udgivet

    White matter hypointensity growth rate correlates with rate of brain atrophy. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Rostrup, Egill; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, IC-P-131, 2014, s. P75-P76.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  57. Udgivet

    White matter hypointensity growth rate correlates with rate of brain atrophy. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Rostrup, Egill; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, P1-285, 2014, s. P414.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  58. Udgivet

    Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation. / Petersen, Jens; Wille, Mathilde M.W.; Raket, Lars Lau; Feragen, Aasa; Pedersen, Jesper H.; Nielsen, Mads; Dirksen, Asger; de Bruijne, Marleen.

    I: European Radiology, Bind 24, Nr. 9, 2014, s. 2319-2325.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  59. Udgivet

    Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease. / Petersen, Jens; Nielsen, Mads; Lo, Pechin Chien Pau; Nordenmark, Lars Haug; Pedersen, Jesper Johannes Holst; Wille, Mathilde Marie Winkler; Dirksen, Asger; de Bruijne, Marleen.

    I: Medical Image Analysis, Bind 18, Nr. 3, 2014, s. 531-541.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  60. Udgivet

    Breast tissue segmentation and mammographic risk scoring using deep learning. / Petersen, Peter Kersten; Nielsen, Mads; Diao, Pengfei; Karssemeijer, Nico; Lillholm, Martin.

    Breast imaging: 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29 – July 2, 2014. Proceedings. red. / Hiroshi Fujita; Takeshi Hara; Chisako Muramatsu. Springer Science+Business Media, 2014. s. 88-94.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  61. Udgivet

    Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline. / Pillai, Jagan; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, P2-186, 2014, s. P538-P539.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  62. Udgivet

    Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline. / Pillai, Jagan; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, IC-P-061, 2014, s. P34-P35.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  63. Udgivet

    Optimization over geodesics for exact principal geodesic analysis. / Sommer, Stefan Horst; Lauze, Francois Bernard; Nielsen, Mads.

    I: Advances in Computational Mathematics, Bind 40, Nr. 2, 2014, s. 283-313.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  64. Udgivet

    Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Anker, Cecilie; Balas, Ioana; Lillholm, Martin; Igel, Christian; Nielsen, Mads.

    MICCAI 2014 Workshop Proceedings: Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data. red. / Esther E. Bron; Marion Smits; John C. van Swieten; Wiro J. Niessen; Stefan Klein. Erasmus Universiteit Rotterdam, 2014. s. 111-118.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  65. Udgivet

    Validation of hippocampal texture for early Alzheimer’s disease detection : generalization to independent cohorts and extrapolation to very early signs of dementia. / Sørensen, Lauge; Igel, Christian; Hansen, Naja Liv; Lauritzen, Martin; Osler, Merete; Rostrup, Egill; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, 2014, s. P133.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  66. Udgivet

    Simultaneous registration and bilateral differential bias correction in brain MRI. / Zou, Bin; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads.

    Intelligent Imaging: Linking MR Acquisition and Processing. 2014.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  67. 2013
  68. Udgivet

    Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI. / Erleben, Lene Lillemark; Sørensen, Lauge; Mysling, Peter; Pai, Akshay Sadananda Uppinakudru; Dam, Erik B.; Nielsen, Mads.

    Medical Imaging 2013: image processing . red. / Sebastien Ourselin; David R. Haynor. SPIE - International Society for Optical Engineering, 2013. 866926.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  69. Udgivet

    Toward a theory of statistical tree-shape analysis. / Feragen, Aasa; Lo, Pechin Chien Pau; de Bruijne, Marleen; Nielsen, Mads; Lauze, Francois Bernard.

    I: I E E E Transactions on Pattern Analysis and Machine Intelligence, Bind 35, Nr. 8, 2013, s. 2008-2021.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  70. Udgivet

    Evaluation of WBAA with registration-based cube propagation for brain atrophy quantification. / Lillholm, Martin; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads; Sporring, Jon; Darkner, Sune; Dam, Erik.

    2013. Abstract fra 99th Scientific Assembly and Annual Meeting of the Radiological Society of North America, Chicago, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  71. Udgivet

    A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models. / Mysling, Peter; Petersen, Peter Kersten; Nielsen, Mads; Lillholm, Martin.

    I: Machine Vision & Applications, Bind 24, Nr. 7, 2013, s. 1421–1434.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  72. Udgivet

    Cube propagation for focal brain atrophy estimation. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Mysling, Peter; Jørgensen, Dan Richter; Dam, Erik B.; Lillholm, Martin; Oh, Joonmi; Chen, Gennan; Suhy, Joyce; Sporring, Jon; Nielsen, Mads.

    2013 IEEE 10th International Symposium on Biomedical Imaging. IEEE, 2013. s. 402-405.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  73. Udgivet

    Hippocampus atrophy in early Alzheimer's disease quantified using non-rigid registration with cube propagation. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge Emil Borch Laurs; Mysling, Peter; Erleben, Lene Lillemark; Sporring, Jon; Dam, E.; Lillholm, M.; Jørgensen, D.R.; Chen, G.; Oh, J.; Suhy, J.; Nielsen, Mads.

    2013. Abstract fra International Conference on Alzheimer's & Parkinson's Diseases, Florence, Italien.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  74. Udgivet

    Localized cerebral atrophy acceleration during Alzheimer’s disease. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Lillholm, Martin; Dam, Erik B.; Sporring, Jon; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, O1-10-06, 2013, s. P151.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  75. Udgivet

    Localized cerebral atrophy acceleration during Alzheimer’s disease. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Lillholm, Martin; Dam, Erik B.; Sporring, Jon; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, IC-P-059, 2013, s. P36–P37.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  76. Udgivet

    Mathematical methods for medical imaging. / Pennec, Xavier; Joshi, Sarang; Nielsen, Mads.

    I: International Journal of Computer Vision, Bind 105, Nr. 2, 2013, s. 109-110.

    Publikation: Bidrag til tidsskriftLeder

  77. 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, Xavier (Redaktør); Joshi, Sarang (Redaktør); Nielsen, Mads (Redaktør); Fletcher, Thomas P. (Redaktør); Durrleman, Stanley (Redaktør); Sommer, Stefan Horst (Redaktør).

    INRIA, 2013. 134 s.

    Publikation: Bog/antologi/afhandling/rapportBog

  78. Udgivet

    Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network. / Prasoon, Adhish; Petersen, Peter Kersten; Igel, Christian; Lauze, Francois Bernard; Dam, Erik Bjørnager; Nielsen, Mads.

    Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II. red. / Kensaku Mori; Ichiro Sakuma; Yoshinobu Sato; Christian Barillot; Nassir Navab. Springer, 2013. s. 246-253.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  79. Udgivet

    Femoral cartilage segmentation in knee MRI scans using two stage voxel classification. / Prasoon, Adhish; Igel, Christian; Loog, Marco; Lauze, Francois Bernard; Dam, Erik; Nielsen, Mads.

    35th Annual International Conference of the IEEE; Engineering in Medicine and Biology Society (EMBC), 2013. IEEE, 2013. s. 5469-5472.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  80. Udgivet

    Higher-order momentum distributions and locally affine LDDMM registration. / Sommer, Stefan Horst; Nielsen, Mads; Darkner, Sune; Pennec, Xavier.

    I: S I A M Journal on Imaging Sciences, Bind 6, Nr. 1, 2013, s. 341-367.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  81. Udgivet

    Sparse multi-scale diffeomorphic registration : the kernel bundle framework. / Sommer, Stefan Horst; Lauze, Francois Bernard; Nielsen, Mads; Pennec, Xavier.

    I: Journal of Mathematical Imaging and Vision, Bind 46, Nr. 3, 2013, s. 292-308.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  82. Udgivet

    Hippocampal texture predicts conversion from MCI to Alzheimer's disease. / Sørensen, Lauge; Igel, Christian; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, 2013, s. P52.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  83. Udgivet

    Hippocampal texture predicts conversion from MCI to Alzheimer's disease. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, 2013, s. P581.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  84. Udgivet

    Hippocampal texture predicts one-year hippocampal atrophy in mild cognitively impaired subjects. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Mysling, Peter; Darkner, Sune; Chen, Gennan; Oh, Joonmi; Suhy, Joyce; Igel, Christian; Nielsen, Mads.

    2013. Poster session præsenteret ved European Congress of Radiology, Vienna, Østrig.

    Publikation: KonferencebidragPoster

  85. 2012
  86. Udgivet

    Towards exaggerated emphysema stereotypes. / Chen, Chen; Sørensen, Lauge; Lauze, Francois Bernard; Igel, Christian; Loog, Marco; Feragen, Aasa; de Bruijne, Marleen; Nielsen, Mads.

    Medical Imaging 2012: Computer-Aided Diagnosis. red. / Bram van Ginneken; Carol L. Novak. SPIE - International Society for Optical Engineering, 2012. 83150Q.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  87. Udgivet

    Metric learning by directly minimizing the k-NN training error. / Chernoff, Konstantin; Loog, Marco; Nielsen, Mads.

    2012 21st International Conference on Pattern Recognition (ICPR). IEEE, 2012. s. 1265-1268.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  88. Udgivet

    Shape-based assessment of vertebral fracture risk in postmenopausal women using discriminative shape alignment. / Crimi, Alessandro; Loog, Marco; de Bruijne, Marleen; Nielsen, Mads; Lillholm, Martin.

    I: Academic Radiology, Bind 19, Nr. 4, 2012, s. 446-454.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  89. Udgivet

    Fully automatic cartilage morphometry for knee MRI from the OAI. / Dam, Erik; Marques, Joselene; Zaim, S.; Fuerst, T.; Genant, H.; Lillholm, Martin; Nielsen, Mads.

    2012. Abstract fra 6th International Workshop on Osteoarthritis Imaging, Hilton Head Island, South Carolina, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konference

  90. Udgivet

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women. / Ganz, Melanie; de Bruijne, Marleen; Dam, Erik B.; Pettersen, Paola; Karsdal, Morten A.; Christiansen, Claus; Nielsen, Mads.

    I: International Journal of Biomedical Imaging, Bind 2012, 459286, 2012.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  91. Udgivet

    Mass preserving image registration for lung CT. / Gorbunova, Vladlena; Sporring, Jon; Lo, Pechin Chien Pau; Loeve, Martine; Tiddens, Harm A; Nielsen, Mads; Dirksen, Asger; de Bruijne, Marleen.

    I: Medical Image Analysis, Bind 16, Nr. 4, 2012, s. 786-795.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  92. Udgivet

    Mammographic parenchymal texture analysis for estrogen-receptor subtype specific breast cancer risk estimation. / Karemore, Gopal; Keller, Brad M.; Oh, Huen; Tchou, Julia; Nielsen, Mads; Conant, Emily F.; Kontos, Despina.

    Breast Imaging: 11th International Workshop, IWDM 2012, Philadelphia, PA, USA, July 8-11, 2012. Proceedings. red. / Andrew D. A. Maidment; Predrag R. Bakic; Sara Gavenonis. Springer, 2012. s. 596-603.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  93. Udgivet

    Evaluation of a novel approach for automatic delineation of vertebral contours in radiographs. / Mysling, Peter; Petersen, Peter Kersten; Nielsen, Mads; Lillholm, Martin.

    I: Osteoporosis International, Bind 23, Nr. Supplement 2, P439, 2012, s. S250-S250.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  94. Udgivet

    Evaluation of bias in brain atrophy estimation. / Pai, Akshay Sadananda Uppinakudru; Darkner, Sune; Sørensen, Lauge; Erleben, Lene Lillemark; Mysling, Peter; Sporring, Jon; Dam, Erik; Nielsen, Mads.

    NIBAD '12: MICCAI 2012 Workshop on Novel Imaging Biomarkers for Alzheimer’s Disease and Related Disorders. red. / L. Wang; P. Yushkevich; S. Ourselin. MICCAI , 2012. s. 198-206.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  95. 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, Konstantin; Karemore, Gopal Raghunath; Christiansen, C.; Nielsen, Mads.

    I: European Journal of Cancer, Bind 48, Nr. Supplement 1, 351, 2012, s. S145.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  96. Udgivet

    A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs. / Petersen, Peter Kersten; Ganz, Melanie; Mysling, Peter; Nielsen, Mads; Erleben, Lene Lillemark; Crimi, Alessandro; Brandt, Sami Sebastian.

    I: I E E E Transactions on Medical Imaging, Bind 31, Nr. 3, 2012, s. 663-676.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  97. Udgivet

    Breast density scoring with multiscale denoising autoencoders. / Petersen, Peter Kersten; Chernoff, Konstantin; Nielsen, Mads; Ng, Andrew Y.

    2012. Paper præsenteret ved MICCAI Workshop on Sparsity Techniques in Medical Imaging, Nice, Italien.

    Publikation: KonferencebidragPaper

  98. Udgivet

    Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage. / Prasoon, Adhish; Igel, Christian; Loog, Marco; Lauze, Francois Bernard; Dam, Erik; Nielsen, Mads.

    Medical Imaging 2012: Image Processing. red. / David R. Haynor; Sébastien Ourselin. Bind 8314 SPIE - International Society for Optical Engineering, 2012. 83144V.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  99. Udgivet

    A splitting algorithm for directional regularization and sparsification. / Rakêt, Lars Lau; Nielsen, Mads.

    Proceedings of the 21st International Conference on Pattern Recognition (ICPR). IEEE, 2012. s. 3094-3098.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  100. Udgivet

    Kernel bundle EPDiff : evolution equations for multi-scale diffeomorphic image registration. / Sommer, Stefan Horst; Lauze, Francois Bernard; Nielsen, Mads; Pennec, Xavier.

    Scale Space and Variational Methods in Computer Vision : Third International Conference, SSVM 2011, Ein-Gedi, Israel, May 29 – June 2, 2011, Revised Selected Papers. red. / Alfred Bruckstein; Bart M. ter Haar Romeny; Alexander M. Bronstein; Michael M. Bronstein. Springer, 2012. s. 677-688.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  101. Udgivet

    Sparsity and scale : compact representations of deformation for diffeomorphic registration. / Sommer, Stefan Horst; Nielsen, Mads; Pennec, Xavier.

    2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA). IEEE, 2012. s. 217-224 .

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  102. Udgivet

    Hippocampal texture provides volume independent information for Alzheimer's diagnosis. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Darkner, Sune; Suhy, Joyce; Oh, Joonmi; Chen, Gennan; Igel, Christian; Nielsen, Mads.

    I: Alzheimer's & Dementia, Bind 8, Nr. 4, Supplement, IC-P-013, 2012, s. 15.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskrift

  103. Udgivet

    Texture-based analysis of COPD : a data-driven approach. / Sørensen, Lauge; Nielsen, Mads; Lo, Pechin Chien Pau; Ashraf, Haseem; Pedersen, Jesper Johannes Holst; de Bruijne, Marleen.

    I: I E E E Transactions on Medical Imaging, Bind 31, Nr. 1, 2012, s. 70-78.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  104. Udgivet

    Automatic quantification of congruity from knee MRI. / Tummala, Sudhakar; Dam, Erik; Nielsen, Mads.

    Computational Biomechanics for Medicine: deformation and flow. red. / Poul M. F. Nielsen; Adam Wittek; Karol Miller. Springer, 2012. s. 51-61.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedings

  105. Udgivet

    Automatic quantification of tibio-femoral contact area and congruity. / Tummala, Sudhakar; Nielsen, Mads; Lillholm, Martin; Christiansen, Claus; Dam, Erik Bjørnager.

    I: I E E E Transactions on Medical Imaging, Bind 31, Nr. 7, 2012, s. 1404-1412.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  106. 2011
  107. Udgivet

    Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome. / Barascuk, Natasha; Ganz, Melanie; Nielsen, Mads; Register, Thomas C.; Rasmussen, Lars M.; A. Karsdal, Morten; Christiansen, Claus.

    I: B M C Cardiovascular Disorders, Bind 11, 11, 2011.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

  108. Udgivet

    An anatomically oriented breast coordinate system for mammogram analysis. / Brandt, Sami ; Karemore, Gopal; Karssemeijer, Nico; Nielsen, Mads.

    I: I E E E Transactions on Medical Imaging, Bind 30, Nr. 10, 2011, s. 1841-1851.

    Publikation: Bidrag til tidsskriftTidsskriftartikel

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