Lars Kai Hansen

  1. 2016
  2. Published

    The Center for Integrated Molecular Brain Imaging (Cimbi) database. / Knudsen, Gitte M.; Jensen, Peter S.; Erritzoe, David; Baaré, William F. C.; Ettrup, Anders; Fisher, Patrick M.; Gillings, Nic; Hansen, Hanne D.; Hansen, Lars Kai; Hasselbalch, Steen G; Henningsson, Susanne; Herth, Matthias M; Holst, Klaus K; Iversen, Pernille; Kessing, Lars V; Macoveanu, Julian; Madsen, Kathrine Skak; Mortensen, Erik L; Nielsen, Finn Årup; Paulson, Olaf B.; Siebner, Hartwig R.; Stenbæk, Dea S.; Svarer, Claus; Jernigan, Terry L.; Strother, Stephen C.; Frokjaer, Vibe G.

    In: Neuroimage, Vol. 124, Part B, No. January 2016, 2016, p. 1213-1219.

    Publication: Research - peer-reviewJournal article – Annual report year: 2015

  3. 2015
  4. Published

    EEG Source Reconstruction Performance as a Function of Skull Conductance Contrast. / Hansen, Sofie Therese; Hansen, Lars Kai.

    Proceedings of the 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015). IEEE, 2015. p. 827-831.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2015

  5. Published

    Fusing Simultaneous EEG and fMRI Using Functional and Anatomical Information. / Hansen, Sofie Therese; Winkler, Irene; Hansen, Lars Kai; Müller, Klaus-Robert; Dahne, Sven.

    Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging (PRNI 2015). IEEE, 2015. p. 33-36.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2015

  6. Published

    How Many Separable Sources? Model Selection In Independent Components Analysis. / Woods, Roger P. ; Hansen, Lars Kai; Strother, Stephen.

    In: P L o S One, Vol. 10, No. 3, e0118877, 2015.

    Publication: Research - peer-reviewJournal article – Annual report year: 2015

  7. Published

    Multiview Bayesian Correlated Component Analysis. / Kamronn, Simon Due; Poulsen, Andreas Trier; Hansen, Lars Kai.

    In: Neural Computation, Vol. 27, No. 10, 2015, p. 2207-2230.

    Publication: Research - peer-reviewJournal article – Annual report year: 2015

  8. Published

    Testing Multimodal Integration Hypotheses with Application to Schizophrenia Data. / Axelsen, Martin Christian; Bak, Nikolaj; Hansen, Lars Kai.

    Proceedings of the 5th International Workshop on Pattern Recognition in NeuroImaging (PRNI 2015). IEEE, 2015. p. 37-40.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2015

  9. 2014
  10. Published

    A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem. / Montoya-Martinez, Jair; Artes-Rodriguez, Antonio; Pontil, Massimiliano; Hansen, Lars Kai.

    In: Eurasip Journal on Advances in Signal Processing, Vol. 2014, No. 97, 2014.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  11. Published

    Bayesian Correlated Component Analysis for inference of joint EEG activation. / Poulsen, Andreas Trier; Kamronn, Simon Due; Parra, Lucas; Hansen, Lars Kai.

    Proceedings of the 2014 International Workshop on Pattern Recognition in Neuroimaging . IEEE, 2014.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2014

  12. Published

    Bayesian Inference for Structured Spike and Slab Priors. / Andersen, Michael Riis; Winther, Ole; Hansen, Lars Kai.

    Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems 27 (NIPS 2014). Neural Information Processing Systems Foundation, 2014. p. 1745-1753.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2015

  13. Published

    Brain Network Modelling. / Andersen, Kasper Winther; Hansen, Lars Kai (Main supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2014. 161 p. (DTU Compute PHD-2014; No. 326).

    Publication: ResearchPh.D. thesis – Annual report year: 2014

  14. Published

    Community structure in resting state complex networks. / Andersen, Kasper Winther; Madsen, Kristoffer H.; Siebner, Hartwig Roman; Schmidt, Mikkel Nørgaard; Mørup, Morten; Hansen, Lars Kai.

    2014. Abstract from 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM) 2014, Hamburg, Germany.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2014

  15. Published

    Compact Web browsing profiles for click-through rate prediction. / Fruergaard, Bjarne Ørum; Hansen, Lars Kai.

    Proceedings of IEEE 24th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2014. p. 1-6.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2014

  16. Published

    Denoising by semi-supervised kernel PCA preimaging. / Hansen, Toke Jansen; Abrahamsen, Trine Julie; Hansen, Lars Kai.

    In: Pattern Recognition Letters, Vol. 49, 2014, p. 114-120.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  17. Published

    EEG Source Reconstruction using Sparse Basis Function Representations. / Hansen, Sofie Therese; Hansen, Lars Kai.

    Proceedings of 4th International Workshop on Pattern Recognition in Neuroimaging. IEEE, 2014.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2014

  18. Published

    Fast sampling from a Hidden Markov Model posterior for large data. / Bonnevie, Rasmus; Hansen, Lars Kai.

    Proceedings of the 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). ed. / Mamadou Mboup; Tülay Adali ; Éric Moreau; Jan Larsen. IEEE, 2014.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2014

  19. Published

    Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains. / Konvalinka, Ivana; Bauer, Markus; Stahlhut, Carsten; Hansen, Lars Kai; Roepstorff, Andreas; Frith, Chris D.

    In: NeuroImage, Vol. 94, 2014, p. 79–88.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  20. Published

    Non-parametric Bayesian graph models reveal community structure in resting state fMRI. / Andersen, Kasper Winther; Madsen, Kristoffer H.; Siebner, Hartwig Roman; Schmidt, Mikkel Nørgaard; Mørup, Morten; Hansen, Lars Kai.

    In: NeuroImage, Vol. 100, 2014, p. 301-315.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  21. Published
  22. Submitted

    Statistical learning for predictive targeting in online advertising. / Fruergaard, Bjarne Ørum; Hansen, Lars Kai (Main supervisor); Urban, Jesper (Supervisor).

    Kgs. Lyngby : Technical University of Denmark (DTU), 2014. 144 p. (DTU Compute PHD-2014; No. 355).

    Publication: ResearchPh.D. thesis – Annual report year: 2014

  23. Published

    The Smartphone Brain Scanner: A Portable Real-Time Neuroimaging System. / Stopczynski, Arkadiusz; Stahlhut, Carsten; Larsen, Jakob Eg; Petersen, Michael Kai; Hansen, Lars Kai.

    In: P L o S One, Vol. 9, No. 2, e86733, 2014.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  24. 2013
  25. Published

    A Hierarchical Bayesian M/EEG Imaging Method Correcting for Incomplete Spatio-Temporal Priors. / Stahlhut, Carsten; Attias, Hagai T.; Sekihara, Kensuke; Wipf, David; Hansen, Lars Kai; Nagarajan, Srikantan S.

    2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013). IEEE, 2013. p. 560-563 (International Symposium on Biomedical Imaging. Proceedings).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  26. Published

    Dimensionality reduction for click-through rate prediction: Dense versus sparse representation. / Fruergaard, Bjarne Ørum; Hansen, Toke Jansen; Hansen, Lars Kai.

    Proceedings of the 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013. 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  27. Published

    EEG Sequence Imaging: A Markov Prior for the Variational Garrote. / Hansen, Sofie Therese; Hansen, Lars Kai.

    Proceedings of the 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013. 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  28. Published

    Expansion of the Variational Garrote to a Multiple Measurement Vectors Model. / Hansen, Sofie Therese; Stahlhut, Carsten; Hansen, Lars Kai.

    Twelfth Scandinavian Conference on Artificial Intelligence. ed. / M. Jaeger. IOS Press, 2013. p. 105-114 (Frontiers in Artificial Intelligence and Applications, Vol. 257).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  29. Published

    FindZebra: A search engine for rare diseases. / Dragusin, Radu; Petcu, Paula; Lioma, Christina Amalia; Larsen, Birger; Jørgensen, Hans Henrik; Cox, Ingemar; Hansen, Lars Kai; Ingwersen, Peter; Winther, Ole.

    In: International Journal of Medical Informatics, Vol. 82, No. 6, 2013, p. 528–538.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

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