Lars Kai Hansen

Articles in Scholarly Journals [Incomplete List]

  1. Theorems on Positive Data: On the Uniqueness of NMF
    Computational Intelligence and Neuroscience, vol. 2008, Article ID 764206, 9 pages, 2008
  2. Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages
    IEEE Transactions on Medical Imaging, vol. 26, no. 8, pp. 1058–1068, 2007
  3. A novel nonsense mutation in PAX9 is associated with marked variability in number of missing teeth
    European Journal of Oral Sciences, vol. 115, no. 4, pp. 330–333, 2007
  4. Multivariate strategies in functional magnetic resonance imaging
    Brain and Language, vol. 102, no. 2, pp. 186–191, 2007
  5. Proprioceptive evoked gamma oscillations
    Brain Research, vol. 1147, pp. 167–174, 2007
  6. ERPWAVELABA toolbox for multi-channel analysis of time–frequency transformed event related potentials
    Journal of Neuroscience Methods, vol. 161, no. 2, pp. 361–368, 2007
  7. fMRI neuroinformatics
    IEEE Engineering in Medicine and Biology Magazine, vol. 25, no. 2, pp. 112–119, 2006
  8. Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG
    NeuroImage, vol. 29, no. 3, pp. 938–947, 2006
  9. Genome Biology, vol. 7, no. 11, p. R107, 2006
  10. On the Slow Convergence of EM and VBEM in Low-Noise Linear Models
    Neural Computation, vol. 17, no. 9, pp. 1921–1926, 2005
  11. Mapping of hereditary trichilemmal cyst(TRICY1) to chromosome 3p24-p21.2 and exclusion of ?-CATENIN andMLH1
    American Journal of Medical Genetics Part A, vol. 133A, no. 1, pp. 44–47, 2005
  12. Mining the posterior cingulate: Segregation between memory and pain components
    NeuroImage, vol. 27, no. 3, pp. 520–532, 2005
  13. Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm
    Bioinformatics, vol. 22, no. 1, pp. 58–67, 2005
  14. Melanoma Diagnosis by Raman Spectroscopy and Neural Networks: Structure Alterations in Proteins and Lipids in Intact Cancer Tissue
    Journal of Investigative Dermatology, vol. 122, no. 2, pp. 443–449, 2004
  15. Defining a local arterial input function for perfusion MRI using independent component analysis
    Magnetic Resonance in Medicine, vol. 52, no. 4, pp. 789–797, 2004
  16. Novel Connexin 43 (GJA1) mutation causes oculo-dento-digital dysplasia with curly hair
    American Journal of Medical Genetics, vol. 127A, no. 2, pp. 152–157, 2004
  17. Finding related functional neuroimaging volumes
    Artificial Intelligence in Medicine, vol. 30, no. 2, pp. 141–151, 2004
  18. Mutation analysis of the Sonic hedgehog promoter and putative enhancer elements in Parkinson's disease patients
    Molecular Brain Research, vol. 126, no. 2, pp. 207–211, 2004
  19. Mining for Associations Between Text and Brain Activation in a Functional Neuroimaging Database
    Neuroinformatics, vol. 2, no. 4, pp. 369–380, 2004
  20. Detection of Skin Cancer by Classification of Raman Spectra
    IEEE Transactions on Biomedical Engineering, vol. 51, no. 10, pp. 1784–1793, 2004
  21. Independent component analysis of functional MRI: what is signal and what is noise?
    Current Opinion in Neurobiology, vol. 13, no. 5, pp. 620–629, 2003
  22. The Evaluation of Preprocessing Choices in Single-Subject BOLD fMRI Using NPAIRS Performance Metrics
    NeuroImage, vol. 18, no. 1, pp. 10–27, 2003
  23. The Quantitative Evaluation of Functional Neuroimaging Experiments: Mutual Information Learning Curves
    NeuroImage, vol. 15, no. 4, pp. 772–786, 2002
  24. The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS Data Analysis Framework
    NeuroImage, vol. 15, no. 4, pp. 747–771, 2002
  25. Analysis of functional neuroimages using ICA with adaptive binary sources
    Neurocomputing, vol. 49, no. 1-4, pp. 213–225, 2002
  26. Exploring fMRI data for periodic signal components
    Artificial Intelligence in Medicine, vol. 25, no. 1, pp. 35–44, 2002
  27. Webmining: learning from the world wide web
    Computational Statistics & Data Analysis, vol. 38, no. 4, pp. 517–532, 2002
  28. Comments for: Rivals, I., & Personnaz, L. (2000). Construction of confidence intervals for neural networks based on least squares estimation. Neural Networks, 13, 463–484
    Neural Networks, vol. 15, no. 1, pp. 141–142, 2002
  29. Perfusion quantification using Gaussian process deconvolution
    Magnetic Resonance in Medicine, vol. 48, no. 2, pp. 351–361, 2002
  30. Modeling of activation data in the BrainMap? database: Detection of outliers
    Human Brain Mapping, vol. 15, no. 3, pp. 146–156, 2002
  31. Cluster analysis of activity-time series in motor learning
    Human Brain Mapping, vol. 15, no. 3, pp. 135–145, 2002
  32. Journal of Mathematical Imaging and Vision, vol. 17, no. 2, pp. 87–87, 2002
  33. Mean-Field Approaches to Independent Component Analysis
    Neural Computation, vol. 14, no. 4, pp. 889–918, 2002
  34. Feature-space clustering for fMRI meta-analysis
    Human Brain Mapping, vol. 13, no. 3, pp. 165–183, 2001
  35. Consensus Inference in Neuroimaging
    NeuroImage, vol. 13, no. 6, pp. 1212–1218, 2001
  36. Modeling the hemodynamic response in fMRI using smooth FIR filters
    IEEE Transactions on Medical Imaging, vol. 19, no. 12, pp. 1188–1201, 2000
  37. Enhancing the multivariate signal of [/sup 15/O] water PET studies with a new nonlinear neuroanatomical registration algorithm [MRI application]
    IEEE Transactions on Medical Imaging, vol. 18, no. 4, pp. 306–319, 1999
  38. On Clustering fMRI Time Series
    NeuroImage, vol. 9, no. 3, pp. 298–310, 1999
  39. Generalizable Patterns in Neuroimaging: How Many Principal Components?
    NeuroImage, vol. 9, no. 5, pp. 534–544, 1999
  40. Plurality and Resemblance in fMRI Data Analysis
    NeuroImage, vol. 10, no. 3, pp. 282–303, 1999
  41. Quantitative analysis of ultrasound B-mode images of carotid atherosclerotic plaque: correlation with visual classification and histological examination
    IEEE Transactions on Medical Imaging, vol. 17, no. 6, pp. 910–922, 1998
  42. Generalization: The Hidden Agenda of Learning
    IEEE Signal Processing Magazine, vol. 14, no. 6, pp. 43–45, 1997
  43. Activation pattern reproducibility: Measuring the effects of group size and data analysis models
    Human Brain Mapping, vol. 5, no. 4, pp. 312–316, 1997
  44. Regularization with a Pruning Prior
    Neural Networks, vol. 10, no. 6, pp. 1053–1059, 1997
  45. Open Systems & Information Dynamics, vol. 4, no. 2, pp. 159–184, 1997
  46. Linear unlearning for cross-validation
    Advances in Computational Mathematics, vol. 5, no. 1, pp. 269–280, 1996
  47. Stochastic linear learning: Exact test and training error averages
    Neural Networks, vol. 6, no. 3, pp. 393–396, 1993
  48. Neural network ensembles
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 12, no. 10, pp. 993–1001, 1990
  49. Coulomb-induced pseudo-critical behaviour in disordered CDW's
    Physica B+C, vol. 143, no. 1-3, pp. 216–218, 1986