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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

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