xfj310 xfj310

xfj310 xfj310

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ORCID: 0000-0002-1181-7150

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  1. 2015
  2. Udgivet

    Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Nielsen, Mads.

    2015. Poster session præsenteret ved SPIE Medical Imaging 2015, Danmark.

    Publikation: Konferencebidrag › Poster › Forskning › fagfællebedømt

  3. Udgivet

    Improved Alzheimer's disease diagnostic performance using structural MRI : validation of the MRI combination biomarker that won the CADDementia challenge . / Sørensen, Lauge; Lillholm, Martin; Pai, Akshay Sadananda Uppinakudru; Balas, Ioana; Anker, C.; Igel, Christian; Nielsen, Mads.

    I: Insights into Imaging, Bind 6, Nr. Supplement 1, B-0077, 2015.

    Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

  4. Udgivet

    Label stability in multiple instance learning. / Cheplygina, Veronika; Sørensen, Lauge; Tax, David M. J.; de Bruijne, Marleen; Loog, Marco.

    Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I. red. / Nassir Navab; Joachim Hornegger; William M. Wells; Alejandro F. Frangi. Springer, 2015. s. 539-546 (Lecture notes in computer science).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  5. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  6. 2016
  7. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  8. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  9. 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 tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  10. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  11. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  12. 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 tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt

  13. 2017
  14. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  15. Udgivet

    Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry. / Sørensen, Lauge; Igel, Christian; Pai, Akshay Sadananda Uppinakudru; Balas, Ioana; Anker, Cecilie; Lillholm, Martin; Nielsen, Mads.

    I: NeuroImage: Clinical, Bind 13, 2017, s. 470-482.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  16. 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/rapport › Konferenceabstrakt i proceedings › Forskning

  17. 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 tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

  18. 2018
  19. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  20. 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 tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

  21. 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: Konferencebidrag › Paper › Forskning

  22. 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: Konferencebidrag › Paper › Forskning

  23. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  24. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  25. 2019
  26. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  27. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  28. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

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ID: 925508