Mads Nielsen

Mads Nielsen

Professor


  1. 2019
  2. Published

    Training recurrent neural networks robust to incomplete data : application to Alzheimer’s disease progression modeling. / Mehdipour Ghazi, Mostafa; Nielsen, Mads; Pai, Akshay Sadananda Uppinakudru; Cardoso, M. Jorge; Modat, Marc; Ourselin, Sebastien; Sørensen, Lauge.

    In: Medical Image Analysis, Vol. 53, 2019, p. 39-46.

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. Published

    Change in mammographic density across birth cohorts of Dutch breast cancer screening participants. / Napolitano, George Maria; Lynge, Elsebeth; Lillholm, Martin; Vejborg, Ilse Merete Munk; van Gils, Carla H; Nielsen, Mads; Karssemeijer, Nico.

    In: International Journal of Cancer, 2019.

    Research output: Contribution to journalJournal articleResearchpeer-review

  4. E-pub ahead of print

    Increasing Accuracy of Optimal Surfaces Using Min-marginal Energies. / Petersen, Jens; Arias-Lorza, Andres M; Selvan, Raghavendra; Bos, Daniel; van der Lugt, Aad; Pedersen, Jesper H; Nielsen, Mads; de Bruijne, Marleen.

    In: IEEE transactions on medical imaging, 01.01.2019.

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. 2018
  6. Published

    Robust training of recurrent neural networks to handle missing data for disease progression modeling. / Mehdipour Ghazi, Mostafa; Nielsen, Mads; Pai, Akshay Sadananda Uppinakudru; Cardoso, Manuel Jorge; Modat, Marc; Ourselin, Sebastien; Sørensen, Lauge.

    2018. Paper presented at 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, Netherlands.

    Research output: Contribution to conferencePaperResearch

  7. Published

    Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. / Orbes-Arteaga, Mauricio; Cardoso, Manuel Jorge; Sørensen, Lauge; Modat, Marc; Ourselin, Sebastien; Nielsen, Mads; Pai, Akshay Sadananda Uppinakudru.

    2018. Paper presented at 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, Netherlands.

    Research output: Contribution to conferencePaperResearch

  8. Published

    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.

    In: Human Brain Mapping, Vol. 39, No. 4, 04.2018, p. 1789-1795.

    Research output: Contribution to journalJournal articleResearchpeer-review

  9. Published

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

    In: Journal of Neuroscience Methods, Vol. 302, No. SI, 2018, p. 66-74.

    Research output: Contribution to journalJournal articleResearchpeer-review

  10. Published

    The combined effect of mammographic texture and density on breast cancer risk : a cohort study. / Wanders, Johanna O. P.; van Gils, Carla H.; Karssemeijer, Nico; Holland, Katharina; Kallenberg, Michiel; Peeters, Petra H. M.; Nielsen, Mads; Lillholm, Martin.

    In: Breast Cancer Research, Vol. 20, 36, 2018.

    Research output: Contribution to journalJournal articleResearchpeer-review

  11. Published

    Screening mammography : benefit of double reading by breast density. / von Euler-Chelpin, My; Lillholm, Martin; Napolitano, George; Vejborg, Ilse; Nielsen, Mads; Lynge, Elsebeth.

    In: Breast Cancer Research and Treatment, Vol. 171, No. 3, 2018, p. 767-776.

    Research output: Contribution to journalJournal articleResearchpeer-review

  12. 2017
  13. 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: Book/ReportAnthologyResearchpeer-review

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