Analysis of fMRI data

Aapo Hyvärinen and Johan Himberg

We collaborate with people working on brain imaging to develop exploratory (unsupervides) data analysis methods for functional brain imaging data.

Publications

• F. Esposito, T. Scarabino, A. Hyvärinen, J. Himberg, E. Formisano, S. Comani, G. Tedeschi, R. Goebel, E. Seifritz and F. Di Salle, "Independent component analysis of fMRI group studies by self-organizing clustering", NeuroImage, vol. 25, no. 1, pp. 193-205, 2005.
• V. Kiviniemi, J. H. Kantola, J. Jauhiainen, A. Hyvärinen and O. Tervonen, "Independent component analysis of nondeterministic fMRI signal sources", NeuroImage, vol. 19, no. 2, pp. 253-260, 2003.

Partners

• fMRI Group, Naples University
• Medical Imaging Research Group, University of Oulu
• FMRIB, University of Oxford