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Lektor


  1. 2019
  2. 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

  3. 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

  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. 2018
  6. Udgivet

    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.

    I: Alzheimer's & Dementia, Bind 14, Nr. 7, P2-426, 2018, s. P874-P875.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskning

  7. Udgivet

    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.

    I: IEEE Journal of Biomedical and Health Informatics, Bind 22, Nr. 5, 09.2018, s. 1486 - 1496.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  8. 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

  9. 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

  10. 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

  11. 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

  12. 2017
  13. Udgivet

    Do you trust your multiple instance learning classifier? / Cheplygina, Veronika; Sørensen, Lauge; Tax, David M. J.; de Bruijne, Marleen; Loog, Marco.

    Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. red. / Wouter Duivesteijn; Mykola Pechenizkiy; George Fletcher; Vlado Menkovski; Eric Postma; Joaquin Vanschoren; Peter van der Putten. 2017. s. 72-73.

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskning

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