Mads Nielsen

Mads Nielsen

Professor


  1. 2019
  2. Udgivet

    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.

    I: IEEE transactions on medical imaging, Bind 38, Nr. 7, 8599009, 01.01.2019, s. 1559-1568.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  3. Udgivet

    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.

    I: International Journal of Cancer, 2019.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  4. Udgivet

    PADDIT : Probabilistic Augmentation of Data using Diffeomorphic Image Transformation. / Orbes-Ortega, Mauricio ; Sørensen, Lauge; Cardoso , Jorge ; Modat , Marc ; Ourselin, Sebastien; Sommer, Stefan Horst; Nielsen, Mads; Igel, Christian; Pai, Akshay Sadananda Uppinakudru.

    Proceedings, SPIE 10949, Medical Imaging 2019: Image Processing . SPIE - International Society for Optical Engineering, 2019.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  5. Udgivet

    The value of hippocampal volume, shape, and texture for 11-year prediction of dementia : a population-based study. / Achterberg, Hakim C.; Sørensen, Lauge; Wolters, Frank J.; Niessen, Wiro J.; Vernooij, Meike W.; Ikram, M. Arfan; Nielsen, Mads; de Bruijne, Marleen.

    I: Neurobiology of Aging, Bind 81, 2019, s. 58-66.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  6. Udgivet

    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.

    I: Medical Image Analysis, Bind 53, 2019, s. 39-46.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  7. 2018
  8. Udgivet

    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, Bind 39, Nr. 4, 04.2018, s. 1789-1795.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  9. Udgivet

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

    I: Journal of Neuroscience Methods, Bind 302, Nr. SI, 2018, s. 66-74.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  10. Udgivet

    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 præsenteret ved 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, Holland.

    Publikation: KonferencebidragPaperForskning

  11. Udgivet

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

    I: Breast Cancer Research and Treatment, Bind 171, Nr. 3, 2018, s. 767-776.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  12. Udgivet

    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 præsenteret ved 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, Holland.

    Publikation: KonferencebidragPaperForskning

  13. Udgivet

    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.

    I: Breast Cancer Research, Bind 20, 36, 2018.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  14. 2017
  15. Udgivet

    Risk stratification of women with false-positive test results in mammography screening based on mammographic morphology and density : a case control study. / Winkel, Rikke Rass; von Euler-Chelpin, My Catarina; Lynge, Elsebeth; Diao, Pengfei; Lillholm, Martin; Kallenberg, Michiel; Forman, Julie Lyng; Nielsen, Michael Bachmann; Uldall, Wei Yao; Nielsen, Mads; Vejborg, Ilse Merete Munk.

    I: Cancer Epidemiology, Bind 49, 08.2017, s. 53-60.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  16. 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 tidsskriftForskning

  17. 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 konferenceForskningfagfællebedømt

  18. 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 (Lecture notes in computer science, Bind 10081).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  19. 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/antologiForskningfagfællebedømt

  20. 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 (Lecture notes in computer science, Bind 10269).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  21. Udgivet
  22. 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. (Lecture notes in computer science, Bind 10551).

    Publikation: Bog/antologi/afhandling/rapportAntologiForskningfagfællebedømt

  23. 2016
  24. 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 (Progress in Biomedical Optics and Imaging).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  25. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  26. 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 tidsskriftForskningfagfællebedømt

  27. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

  28. Udgivet

    Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Nielsen, Mads.

    I: IEEE transactions on medical imaging, Bind 35, Nr. 6, 2016, s. 1369-1380.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  29. 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 (Lecture notes in computer science, Bind 9699).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

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