Professor Jari Kaipio

Professor -Applied Mathematics

In: Mathematics » Faculty of Science

Research | Current

Inverse problems
Time series analysis

Selected publications and creative works (Research Outputs)

Rimpiläinen V, Koulouri, A., Lucka, F., Kaipio, J. P., & Wolters, C. H. (2018). Bayesian modelling of skull conductivity uncertainties in eeg source imaging. IFMBE Proceedings, 65, 892-895. 10.1007/978-981-10-5122-7_223
Toivanen, J. M., Tarvainen, T., Huttunen, J. M. J., Savolainen, T., Pulkkinen, A., Orlande, H. R. B., ... Kolehmainen, V. (2017). Thermal tomography utilizing truncated Fourier series approximation of the heat diffusion equation. International Journal of Heat and Mass Transfer, 108, 860-867. 10.1016/j.ijheatmasstransfer.2016.12.060
Pulkkinen, A., Cox, B. T., Arridge, S. R., Kaipio, J. P., & Tarvainen, T. (2017). Estimation and uncertainty quantification of optical properties directly from the photoacoustic time series. Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 10.1117/12.2248837
Koulouri, A., Rimpiläinen V, Brookes, M., & Kaipio, J. P. (2017). Prior variances and depth un-biased estimators in eeg focal source imaging. IFMBE Proceedings, 65, 358-361. 10.1007/978-981-10-5122-7_9
Pulkkinen, A., Cox, B. T., Arridge, S. R., Goh, H., Kaipio, J. P., & Tarvainen, T. (2016). Direct Estimation of Optical Parameters From Photoacoustic Time Series in Quantitative Photoacoustic Tomography. IEEE transactions on medical imaging, 35 (11), 2497-2508.
Koulouri, A., Rimpiläinen V, Brookes, M., & Kaipio, J. P. (2016). Compensation of domain modelling errors in the inverse source problem of the Poisson equation: Application in electroencephalographic imaging. Applied Numerical Mathematics, 106, 24-36. 10.1016/j.apnum.2016.01.005
Mozumder, M., Tarvainen, T., Arridge, S., Kaipio, J. P., D'Andrea C, & Kolehmainen, V. (2016). Approximate marginalization of absorption and scattering in fluorescence diffuse optical tomography. Inverse Problems and Imaging, 10 (1), 227-246. 10.3934/ipi.2016.10.227
Pulkkinen, A., Cox, B. T., Arridge, S. R., Kaipio, J. P., & Tarvainen, T. (2016). Bayesian parameter estimation in spectral quantitative photoacoustic tomography. Paper presented at Conference on Photons Plus Ultrasound - Imaging and Sensing, San Francisco, CA. 14 February - 17 February 2016. PHOTONS PLUS ULTRASOUND: IMAGING AND SENSING 2016. (pp. 8). 10.1117/12.2205009