Stefan Horst Sommer

Stefan Horst Sommer

Lektor


  1. 2019
  2. Udgivet

    Generalizations of Ripley’s K-function with Application to Space Curves. / Sporring, Jon; Waagepetersen, Rasmus Plenge; Sommer, Stefan Horst.

    Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Hong Kong, China, 2019, Proceedings: 26th International Conference, IPMI 2019, Hong Kong, China, June 2–7, 2019, Proceedings. Springer, 2019. s. 731-742 (Lecture Notes in Computer Science, Bind 11492).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  3. Udgivet

    A Geometric Framework for Stochastic Shape Analysis. / Arnaudon, Alexis; Holm, Darryl D.; Sommer, Stefan.

    I: Foundations of Computational Mathematics, Bind 19, Nr. 3, 2019, s. 653–701.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  4. Accepteret/In press

    An Infinitesimal Probabilistic Model for Principal Component Analysis of Manifold Valued Data. / Sommer, Stefan.

    I: Sankhya A, 2019.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  5. Udgivet

    Differential geometry and stochastic dynamics with deep learning numerics. / Kühnel, Line; Sommer, Stefan; Arnaudon, Alexis.

    I: Applied Mathematics and Computation, Bind 356, 2019, s. 411-437.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  6. 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

  7. Udgivet

    Reduce-factor-solve for fast Thevenin impedance computation and network reduction. / Sommer, Stefan; Aabrandt, Andreas; Jóhannsson, Hjörtur.

    I: IET Generation, Transmission and Distribution, Bind 13, Nr. 2, 2019, s. 288-295.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  8. 2018
  9. Udgivet

    Biomedical Image Registration : 8th International Workshop, WBIR 2018, Leiden, The Netherlands, June 28-29, 2018, Proceedings. / Klein, Stefan (Redaktør); Staring, Marius (Redaktør); Durrleman, Stanley (Redaktør); Sommer, Stefan Horst (Redaktør).

    Springer, 2018. 127 s. (Image Processing, Computer Vision, Pattern Recognition, and Graphics, Bind 10883).

    Publikation: Bog/antologi/afhandling/rapportAntologiForskningfagfællebedømt

  10. Udgivet

    Brain Segmentation in Rodent MR-Images Using Convolutional Neural Networks. / Sigurdsson, Björn; Darkner, Sune; Sommer, Stefan Horst; Mortensen, Kristian Nygaard; Sanggaard, Simon; Kostrikov, Serhii; Nedergaard, Maiken.

    2018. Abstract fra Joint Annual Meeting ISMRM-ESMRMB 2018, Paris, Frankrig.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  11. Udgivet

    String Methods for Stochastic Image and Shape Matching. / Arnaudon, Alexis; Holm, Darryl; Sommer, Stefan.

    I: Journal of Mathematical Imaging and Vision, Bind 60, Nr. 6, 2018, s. 953-967.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  12. 2017
  13. 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

  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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  15. Udgivet

    A stochastic large deformation model for computational anatomy. / Arnaudon, Alexis; Holm, Darryl D.; Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst.

    Information Processing in Medical Imaging: 25th International Conference, IPMI 2017, Boone, NC, USA, June 25-30, 2017, Proceedings. Springer, 2017. s. 571-582 (Lecture notes in computer science, Bind 10265).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  16. Udgivet

    Bridge simulation and metric estimation on landmark manifolds. / Sommer, Stefan Horst; Arnaudon, Alexis; Kühnel, Line; Joshi, Sarang.

    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. red. / J. Cardoso; T. Arbel; E. Ferrante; X. Pennec; A. Dalca; S. Parisot; N. K. Batmanghelich; A. Sotiras; M. Nielsen; M. R. Sabuncu; T. Fletcher; L. Shen; S. Durrleman; S. Sommer. Springer, 2017. s. 79-91 (Lecture notes in computer science, Bind 10551).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  17. 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

  18. Udgivet

    Computational anatomy in Theano. / Kühnel, Line; Sommer, Stefan Horst.

    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. red. / J. Cardoso; T. Arbel; E. Ferrante; X. Pennec; A. Dalca; S. Parisot; S. Joshi; N. K. Batmanghelich; A. Sotiras; M. Nielsen; M. R. Sabuncu; T. Fletcher; L. Shen; S. Durrleman; S. Sommer. Springer, 2017. s. 164-176 (Lecture notes in computer science, Bind 10551).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  19. 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

  20. Udgivet

    Modelling anisotropic covariance using stochastic development and sub-Riemannian frame bundle geometry. / Sommer, Stefan Horst; Svane, Anne Marie.

    I: Journal of Geometric Mechanics, Bind 9, Nr. 3, 2017, s. 391-410.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  21. Udgivet

    Most Likely Separation of Intensity and Warping Effects in Image Registration. / Kuhnel, Line; Sommer, Stefan; Pai, Akshay; Raket, Lars Lau.

    I: S I A M Journal on Imaging Sciences, Bind 10, Nr. 2, 2017, s. 578-601.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  22. Udgivet

    Separating shape and intensity variation in images. / Kühnel, Line; Sommer, Stefan Horst; Pai, Akshay Sadananda Uppinakudru; Raket, Lars Lau.

    I: SIAM News, Bind 50, Nr. 8, 2017, s. 12.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskning

  23. Udgivet

    Stochastic development regression on non-linear manifolds. / Kühnel, Line; Sommer, Stefan Horst.

    Information Processing in Medical Imaging: 25th International Conference, IPMI 2017, Boone, NC, USA, June 25-30, 2017, Proceedings. Springer, 2017. s. 53-64 (Lecture notes in computer science, Bind 10265).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  24. Udgivet

    Stochastic development regression using method of moments. / Kühnel, Line; Sommer, Stefan Horst.

    Geometric Science of Information: Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings. red. / Frank Nielsen; Fréderic Barbaresco. Springer, 2017. s. 3-11 (Lecture notes in computer science, Bind 10589).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  25. Udgivet

    The Development of Pubertal Gynaecomastia and the Association to Endogenous Hormones, Growth, and Body Composition. / Mieritz, M. G.; Juul, A.; Raket, L. L.; Hagen, C. P.; Nielsen, J. E.; Talman, M-L M.; Petersen, J. H.; Sommer, S. H.; Main, K. M.; Jørgensen, N.; Sørensen, K.; Aksglaede, L.; Mouritsen, A.; Hilsted, L.; Andersson, A. M.

    I: Birth Defects Research, Bind 109, Nr. 9, 2017, s. 637.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  26. 2016
  27. Udgivet

    Anisotropically weighted and nonholonomically constrained evolutions on manifolds. / Sommer, Stefan Horst.

    I: Entropy, Bind 18, Nr. 12, 425, 2016.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  28. 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

  29. 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

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ID: 9743396