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Mads Nielsen

Mads Nielsen

Professor

Member of:


  1. 2017
  2. Published

    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 (Editor); Arbel, Tal (Editor); Ferrante, Enzo (Editor); Pennec, Xavier (Editor); Dalca, Adrian V.; Parisot, Sarah (Editor); Joshi, Sarang (Editor); Batmanghelich, Nematollah K. (Editor); Sotiras, Aristeidis (Editor); Nielsen, Mads (Editor); Sabuncu, Mert R. (Editor); Fletcher, Tom (Editor); Shen, Li (Editor); Durrleman, Stanley (Editor); Sommer, Stefan Horst (Editor).

    Springer, 2017. 248 p.

    Research output: Research - peer-reviewAnthology

  3. Published

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

    2017. Abstract from 25th ISMRM Annual Meeting, Honolulu, United States.

    Research output: Research - peer-reviewConference abstract for conference

  4. Published

    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. ed. / Puneet Sharma; Filippo Maria Bianchi. Vol. Part 1 Springer, 2017. p. 397-406.

    Research output: Research - peer-reviewArticle in proceedings

  5. Published

    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. ed. / 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. p. 151-159.

    Research output: Research - peer-reviewArticle in proceedings

  6. Published

    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 B.; Sommer, Stefan Horst; Igel, Christian; Nielsen, Mads.

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

    Research output: Research - peer-reviewBook chapter

  7. Published

    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.

    In: Alzheimer's & Dementia, Vol. 13, No. 7, supplement, P4-225, 07.2017, p. P1356.

    Research output: ResearchConference abstract in journal

  8. Published
  9. Published
  10. 2016
  11. Published

    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. ed. / Anders Tingberg; Kristina Lång; Pontus Timberg. Springer, 2016. p. 299-306.

    Research output: Research - peer-reviewArticle in proceedings

  12. Published

    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.

    In: IEEE Transactions on Medical Imaging, Vol. 35, No. 5, 2016, p. 1322-1331.

    Research output: Research - peer-reviewJournal article

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