xfj310 xfj310

xfj310 xfj310

Associate Professor


  1. 2019
  2. Published

    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.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  3. Published

    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.

    In: Neurobiology of Aging, Vol. 81, 2019, p. 58-66.

    Research output: Contribution to journalJournal articleResearchpeer-review

  4. 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

  5. 2018
  6. Published

    Transfer learning for multicenter classification of chronic obstructive pulmonary disease. / Cheplygina, Veronika; Peña, Isabel Pino; Pedersen, Jesper Johannes Holst; Lynch, David A.; Sørensen, Lauge; de Bruijne, Marleen.

    In: IEEE Journal of Biomedical and Health Informatics, Vol. 22, No. 5, 09.2018, p. 1486 - 1496.

    Research output: Contribution to journalJournal articleResearchpeer-review

  7. 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

  8. 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

  9. Published

    HIPPOCAMPAL TEXTURE IN HEALTHY COGNITION AND MILD COGNITIVE IMPAIRMENT : THE IMPACT OF AMYLOID BURDEN AND SEX. / Caldwell, Jessica Z.k.; Pai, Akshay; Sørensen, Lauge; Kaylegian, Jaeson; Cummings, Jeffrey L.; Banks, Sarah Jane.

    In: Alzheimer's & Dementia, Vol. 14, No. 7, P2-426, 2018, p. P874-P875.

    Research output: Contribution to journalConference abstract in journalResearch

  10. 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

  11. 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

  12. 2017
  13. 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: Contribution to journalConference abstract in journalResearch

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